library(readxl)
pizza <- read_excel("D:/Rutgers MITA/Spring 2023/MVA/Pizza_dataset.xlsx")
View(pizza)
library(readr)
## Warning: package 'readr' was built under R version 4.2.2
library(ggplot2)
## Warning: package 'ggplot2' was built under R version 4.2.2
library(dplyr)
##
## Attaching package: 'dplyr'
## The following objects are masked from 'package:stats':
##
## filter, lag
## The following objects are masked from 'package:base':
##
## intersect, setdiff, setequal, union
library(tidyverse)
## ── Attaching packages
## ───────────────────────────────────────
## tidyverse 1.3.2 ──
## ✔ tibble 3.1.8 ✔ stringr 1.5.0
## ✔ tidyr 1.3.0 ✔ forcats 0.5.2
## ✔ purrr 1.0.1
## Warning: package 'tidyr' was built under R version 4.2.2
## Warning: package 'purrr' was built under R version 4.2.2
## Warning: package 'stringr' was built under R version 4.2.2
## ── Conflicts ────────────────────────────────────────── tidyverse_conflicts() ──
## ✖ dplyr::filter() masks stats::filter()
## ✖ dplyr::lag() masks stats::lag()
library(grid)
library(cowplot)
## Warning: package 'cowplot' was built under R version 4.2.2
library(factoextra)
## Warning: package 'factoextra' was built under R version 4.2.2
## Welcome! Want to learn more? See two factoextra-related books at https://goo.gl/ve3WBa
library(corrplot)
## corrplot 0.92 loaded
library(devtools)
## Warning: package 'devtools' was built under R version 4.2.2
## Loading required package: usethis
## Warning: package 'usethis' was built under R version 4.2.2
library(FactoMineR)
## Warning: package 'FactoMineR' was built under R version 4.2.2
library(ggfortify)
## Warning: package 'ggfortify' was built under R version 4.2.2
library(psych)
##
## Attaching package: 'psych'
##
## The following objects are masked from 'package:ggplot2':
##
## %+%, alpha
#The dataset contains a set of 300 records under 7 attributes.
str(pizza)
## tibble [300 × 8] (S3: tbl_df/tbl/data.frame)
## $ brand : chr [1:300] "Domino's" "Domino's" "Domino's" "Domino's" ...
## $ mois : num [1:300] 27.8 28.5 28.4 30.6 30.5 ...
## $ prot : num [1:300] 21.4 21.3 20 20.1 21.3 ...
## $ fat : num [1:300] 44.9 43.9 45.8 43.1 41.6 ...
## $ ash : num [1:300] 5.11 5.34 5.08 4.79 4.82 4.92 4.71 5.28 5.02 5.16 ...
## $ sodium: num [1:300] 1.77 1.79 1.63 1.61 1.64 1.65 1.58 1.75 1.71 1.66 ...
## $ carb : num [1:300] 0.77 1.02 0.8 1.38 1.76 1.4 1.77 2.95 1.18 0.64 ...
## $ cal : num [1:300] 4.93 4.84 4.95 4.74 4.67 4.67 4.63 4.72 4.93 4.95 ...
attach(pizza)
summary(pizza)
## brand mois prot fat
## Length:300 Min. :25.00 Min. : 6.98 Min. : 4.38
## Class :character 1st Qu.:30.90 1st Qu.: 8.06 1st Qu.:14.77
## Mode :character Median :43.30 Median :10.44 Median :17.14
## Mean :40.90 Mean :13.37 Mean :20.23
## 3rd Qu.:49.12 3rd Qu.:20.02 3rd Qu.:21.43
## Max. :57.22 Max. :28.48 Max. :47.20
## ash sodium carb cal
## Min. :1.170 Min. :0.2500 Min. : 0.510 Min. :2.180
## 1st Qu.:1.450 1st Qu.:0.4500 1st Qu.: 3.467 1st Qu.:2.910
## Median :2.225 Median :0.4900 Median :23.245 Median :3.215
## Mean :2.633 Mean :0.6694 Mean :22.865 Mean :3.271
## 3rd Qu.:3.592 3rd Qu.:0.7025 3rd Qu.:41.337 3rd Qu.:3.520
## Max. :5.430 Max. :1.7900 Max. :48.640 Max. :5.080
cor(pizza[-1])
## mois prot fat ash sodium carb
## mois 1.0000000 0.3602477 -0.1713182 0.2655555 -0.1022789 -0.59180165
## prot 0.3602477 1.0000000 0.4980017 0.8238437 0.4291295 -0.85354226
## fat -0.1713182 0.4980017 1.0000000 0.7916340 0.9333252 -0.64023817
## ash 0.2655555 0.8238437 0.7916340 1.0000000 0.8081221 -0.89898837
## sodium -0.1022789 0.4291295 0.9333252 0.8081221 1.0000000 -0.62017634
## carb -0.5918017 -0.8535423 -0.6402382 -0.8989884 -0.6201763 1.00000000
## cal -0.7644405 0.0702581 0.7645671 0.3264685 0.6719575 -0.02348458
## cal
## mois -0.76444054
## prot 0.07025810
## fat 0.76456710
## ash 0.32646845
## sodium 0.67195750
## carb -0.02348458
## cal 1.00000000
plot(pizza[,-1])
library(GGally)
## Registered S3 method overwritten by 'GGally':
## method from
## +.gg ggplot2
ggpairs(pizza[,c("mois","fat","ash","sodium","carb","cal")],aes(color = factor(brand)))
p1 <- ggplot(pizza, aes(x=mois, y=fat, color=brand)) + geom_point()
p2 <- ggplot(pizza, aes(x=prot, y=fat, color=brand)) + geom_point()
p3 <- ggplot(pizza, aes(x=mois, y=ash, color=brand)) + geom_point()
p4 <- ggplot(pizza, aes(x=mois, y=sodium, color=brand)) + geom_point()
p5 <- ggplot(pizza, aes(x=carb, y=fat, color=brand)) + geom_point()
plot_grid(p1, p2, p3, p4,p5, labels = "AUTO")
##########################Principal Component Analysis##################################
pizza_pca <- prcomp(pizza[,-1],scale=TRUE)
pizza_pca
## Standard deviations (1, .., p=7):
## [1] 2.042494038 1.513425713 0.643865158 0.308503205 0.166364113 0.018374149
## [7] 0.003085252
##
## Rotation (n x k) = (7 x 7):
## PC1 PC2 PC3 PC4 PC5 PC6
## mois 0.06470937 -0.6282759 0.42166894 0.2207216 0.006470293 -0.4464499018
## prot 0.37876090 -0.2697067 -0.74602744 0.0105932 0.387982788 0.0001715203
## fat 0.44666592 0.2343791 0.19930871 0.5070422 -0.173367634 0.5254028685
## ash 0.47188953 -0.1109904 -0.05627269 -0.5523985 -0.670885701 -0.0588609281
## sodium 0.43570289 0.2016617 0.45516887 -0.4462769 0.602614079 -0.0031309852
## carb -0.42491371 0.3203121 -0.05223651 -0.3343395 -0.007436899 0.0005088535
## cal 0.24448730 0.5674576 -0.11331559 0.2792632 -0.078003175 -0.7219138527
## PC7
## mois -0.4185690354
## prot -0.2767646428
## fat -0.3776715255
## ash -0.0560214003
## sodium 0.0005243238
## carb -0.7760679112
## cal -0.0120598098
summary(pizza_pca)
## Importance of components:
## PC1 PC2 PC3 PC4 PC5 PC6 PC7
## Standard deviation 2.042 1.5134 0.64387 0.3085 0.16636 0.01837 0.003085
## Proportion of Variance 0.596 0.3272 0.05922 0.0136 0.00395 0.00005 0.000000
## Cumulative Proportion 0.596 0.9232 0.98240 0.9960 0.99995 1.00000 1.000000
plot(pizza_pca)
pizza_pca
## Standard deviations (1, .., p=7):
## [1] 2.042494038 1.513425713 0.643865158 0.308503205 0.166364113 0.018374149
## [7] 0.003085252
##
## Rotation (n x k) = (7 x 7):
## PC1 PC2 PC3 PC4 PC5 PC6
## mois 0.06470937 -0.6282759 0.42166894 0.2207216 0.006470293 -0.4464499018
## prot 0.37876090 -0.2697067 -0.74602744 0.0105932 0.387982788 0.0001715203
## fat 0.44666592 0.2343791 0.19930871 0.5070422 -0.173367634 0.5254028685
## ash 0.47188953 -0.1109904 -0.05627269 -0.5523985 -0.670885701 -0.0588609281
## sodium 0.43570289 0.2016617 0.45516887 -0.4462769 0.602614079 -0.0031309852
## carb -0.42491371 0.3203121 -0.05223651 -0.3343395 -0.007436899 0.0005088535
## cal 0.24448730 0.5674576 -0.11331559 0.2792632 -0.078003175 -0.7219138527
## PC7
## mois -0.4185690354
## prot -0.2767646428
## fat -0.3776715255
## ash -0.0560214003
## sodium 0.0005243238
## carb -0.7760679112
## cal -0.0120598098
(eigen_pizza <- pizza_pca$sdev^2)
## [1] 4.171782e+00 2.290457e+00 4.145623e-01 9.517423e-02 2.767702e-02
## [6] 3.376094e-04 9.518780e-06
names(eigen_pizza) <- paste("PC",1:7,sep="")
eigen_pizza
## PC1 PC2 PC3 PC4 PC5 PC6
## 4.171782e+00 2.290457e+00 4.145623e-01 9.517423e-02 2.767702e-02 3.376094e-04
## PC7
## 9.518780e-06
sumlabdas<-sum(eigen_pizza)
sumlabdas
## [1] 7
propvar<-eigen_pizza/sumlabdas
propvar
## PC1 PC2 PC3 PC4 PC5 PC6
## 5.959688e-01 3.272082e-01 5.922319e-02 1.359632e-02 3.953860e-03 4.822991e-05
## PC7
## 1.359826e-06
cumvar<-cumsum(propvar)
cumvar
## PC1 PC2 PC3 PC4 PC5 PC6 PC7
## 0.5959688 0.9231770 0.9824002 0.9959966 0.9999504 0.9999986 1.0000000
matlambdas <- rbind(eigen_pizza,propvar,cumvar)
rownames(matlambdas) <- c("Eigenvalues","Prop. variance","Cum. prop. variance")
round(matlambdas,4)
## PC1 PC2 PC3 PC4 PC5 PC6 PC7
## Eigenvalues 4.1718 2.2905 0.4146 0.0952 0.0277 3e-04 0
## Prop. variance 0.5960 0.3272 0.0592 0.0136 0.0040 0e+00 0
## Cum. prop. variance 0.5960 0.9232 0.9824 0.9960 1.0000 1e+00 1
summary(pizza_pca)
## Importance of components:
## PC1 PC2 PC3 PC4 PC5 PC6 PC7
## Standard deviation 2.042 1.5134 0.64387 0.3085 0.16636 0.01837 0.003085
## Proportion of Variance 0.596 0.3272 0.05922 0.0136 0.00395 0.00005 0.000000
## Cumulative Proportion 0.596 0.9232 0.98240 0.9960 0.99995 1.00000 1.000000
pizza_pca$rotation
## PC1 PC2 PC3 PC4 PC5 PC6
## mois 0.06470937 -0.6282759 0.42166894 0.2207216 0.006470293 -0.4464499018
## prot 0.37876090 -0.2697067 -0.74602744 0.0105932 0.387982788 0.0001715203
## fat 0.44666592 0.2343791 0.19930871 0.5070422 -0.173367634 0.5254028685
## ash 0.47188953 -0.1109904 -0.05627269 -0.5523985 -0.670885701 -0.0588609281
## sodium 0.43570289 0.2016617 0.45516887 -0.4462769 0.602614079 -0.0031309852
## carb -0.42491371 0.3203121 -0.05223651 -0.3343395 -0.007436899 0.0005088535
## cal 0.24448730 0.5674576 -0.11331559 0.2792632 -0.078003175 -0.7219138527
## PC7
## mois -0.4185690354
## prot -0.2767646428
## fat -0.3776715255
## ash -0.0560214003
## sodium 0.0005243238
## carb -0.7760679112
## cal -0.0120598098
pizza_pca$x
## PC1 PC2 PC3 PC4 PC5
## [1,] 5.0019853 2.6747462 3.926121e-02 -0.1438651878 0.283541584
## [2,] 5.0153755 2.5250755 9.689453e-02 -0.3533598630 0.214909803
## [3,] 4.7974235 2.6692404 7.534917e-02 0.1076180749 -0.034979111
## [4,] 4.4620879 2.2812177 1.200328e-01 0.0539379991 0.174209451
## [5,] 4.4644332 2.1555508 7.362777e-04 -0.1169702238 0.312504371
## [6,] 4.4972855 2.1643567 1.747249e-01 -0.1152762515 0.200465801
## [7,] 4.3081595 2.0536120 -7.545342e-06 -0.0164032892 0.265809424
## [8,] 4.7499153 2.3491608 1.040862e-02 -0.4917731815 0.249287698
## [9,] 4.8465215 2.6767466 1.012320e-01 -0.0193430903 0.171844126
## [10,] 4.9082055 2.6540786 -6.868420e-02 -0.0006299387 0.053026307
## [11,] 4.8329208 2.7320436 -8.834757e-02 0.1238664559 0.143665050
## [12,] 4.8832096 2.7379271 -1.020999e-01 -0.0496339202 0.076776342
## [13,] 4.6030631 2.5749513 1.607627e-03 0.2016839982 -0.051186621
## [14,] 4.4141572 2.2878758 2.265809e-01 -0.0694073743 0.213881910
## [15,] 4.4593259 2.1293271 4.750100e-02 -0.0784327295 0.183766393
## [16,] 4.7455057 2.4630211 5.793408e-01 -0.2531866344 0.006169928
## [17,] 4.4377161 1.8253153 2.766745e-01 -0.5168887260 0.161756594
## [18,] 4.1950087 1.7984783 5.894449e-01 -0.2350983578 -0.039784548
## [19,] 4.4893709 1.8829041 1.005629e-01 -0.4529566363 -0.072912335
## [20,] 4.5998760 2.2313444 3.630431e-01 -0.3681811124 0.043173595
## [21,] 4.8491661 2.9613955 1.032518e-01 0.2386910947 -0.004553835
## [22,] 4.8146080 2.7820639 1.284386e-01 0.0405004270 0.138662806
## [23,] 4.5108046 2.1588240 9.360943e-02 -0.1108467627 0.167457688
## [24,] 4.2468605 2.1208991 1.858281e-01 0.3115869348 0.031688823
## [25,] 4.4822615 2.0146307 5.759251e-01 -0.3409221361 0.015285109
## [26,] 4.5340226 2.3761157 1.716958e-01 0.1446156869 0.118561799
## [27,] 4.6263878 2.6054504 9.551799e-02 0.2072413215 0.123765355
## [28,] 4.4613476 2.4298758 2.980755e-01 0.0648774943 0.043400727
## [29,] 4.7424245 2.3570308 5.515856e-02 -0.1342822474 0.214202048
## [30,] -1.4593233 1.8490788 -2.651474e-01 0.0972620651 -0.095181423
## [31,] -1.7397189 1.4120162 -2.532970e-01 -0.1193288439 0.039640443
## [32,] -1.8208267 1.3689187 -3.266021e-01 -0.1953787987 0.022203883
## [33,] -1.2910528 1.6782206 -2.103145e-01 0.4302934905 -0.133664854
## [34,] -1.5242436 1.8044204 -3.084560e-01 0.2838971686 -0.131189851
## [35,] -1.7031635 1.3690717 -2.238618e-01 -0.2091441101 0.073266443
## [36,] -1.7782382 1.6281342 -3.379413e-01 0.0128006873 -0.067030299
## [37,] -1.9127667 1.1563632 -3.311623e-01 -0.2179915875 0.012067083
## [38,] -1.7519713 1.3991796 -2.795293e-01 -0.2310447026 0.079536758
## [39,] -1.7708516 1.4183137 -2.730061e-01 0.0607730724 -0.060473873
## [40,] -1.3379023 1.6308089 -2.113134e-01 0.2506588925 -0.081752927
## [41,] -1.8259271 1.4764561 -2.970204e-01 -0.0862932946 0.003479588
## [42,] -1.2634364 1.8231629 -1.440486e-01 0.1718464207 0.138925797
## [43,] -1.7706674 1.4260491 -2.720666e-01 -0.1182539818 0.027514737
## [44,] -1.7550485 1.8266947 -4.228753e-01 0.1966691954 -0.084424390
## [45,] -1.5740527 1.7736688 -3.197549e-01 0.1655929520 -0.074360762
## [46,] -1.3334085 1.7717299 -2.737830e-01 0.3743999106 -0.127775538
## [47,] -1.8621680 1.4065277 -3.433491e-01 -0.1690710738 0.026605966
## [48,] -1.4817457 2.0361137 -3.795028e-01 0.1908833912 -0.077017356
## [49,] -1.8240038 1.2925430 -2.615833e-01 -0.2066553255 0.037351493
## [50,] -1.9036350 1.1927811 -2.861868e-01 -0.3530678431 0.038456663
## [51,] -2.0020922 1.2314371 -3.184723e-01 -0.4074384473 0.080822078
## [52,] -1.6863456 1.5552550 -3.163020e-01 0.0260960867 -0.026001557
## [53,] -1.6857115 1.4701915 -2.547130e-01 -0.1351827805 -0.119117340
## [54,] -1.5645926 1.6693219 -2.820254e-01 0.1090094869 -0.206311546
## [55,] -1.6431149 1.6369257 -2.698690e-01 -0.0003442544 -0.049645484
## [56,] -1.6165737 1.6707067 -2.985345e-01 0.0885303224 -0.037445380
## [57,] -1.5160929 1.8100963 -2.736298e-01 0.1831343281 -0.105466106
## [58,] -1.4291019 1.8557958 -2.503902e-01 0.2488641895 -0.107735354
## [59,] -1.7623546 1.2124241 -2.232618e-01 -0.3032582183 -0.170488901
## [60,] -1.7770965 1.6334597 -4.156476e-01 -0.0760106644 0.012877149
## [61,] -1.8539682 1.5772551 -4.342079e-01 -0.0950046531 -0.002425308
## [62,] -1.9563477 1.2056229 -3.110391e-01 -0.1550888312 0.013671978
## [63,] -1.8339199 1.5913197 -4.529597e-01 -0.0907722155 -0.004327614
## [64,] -1.3812960 1.7937448 -3.439181e-01 0.4492210801 -0.126572656
## [65,] -1.7339470 1.6976485 -3.882368e-01 0.1142546685 -0.009199461
## [66,] -1.7058367 1.5993365 -3.848950e-01 -0.0014980557 0.004726687
## [67,] -1.6597247 1.7015571 -3.849047e-01 -0.1817934288 0.027704203
## [68,] -1.7509256 1.6772132 -4.586073e-01 0.0784618988 -0.053039296
## [69,] -1.6946457 1.6702985 -4.181720e-01 -0.0052462430 -0.004766333
## [70,] -1.8690746 1.5451549 -4.645338e-01 -0.2354901517 0.027750525
## [71,] -1.7709664 1.4726949 -5.213314e-01 -0.3099356435 -0.165587633
## [72,] -1.7897240 1.5398215 -4.397458e-01 -0.0656828124 -0.010422426
## [73,] -2.0742731 0.8833671 -1.722746e-01 -0.2645846386 0.110433276
## [74,] -1.3904139 2.1076960 -4.205864e-01 0.3108469297 -0.135178806
## [75,] -1.7377423 1.6980129 -4.950300e-01 -0.1707365346 -0.002580614
## [76,] -1.8323276 1.6578070 -4.514545e-01 -0.1979256139 0.026239523
## [77,] -1.8672861 1.6777345 -4.556293e-01 -0.0399614874 -0.014226888
## [78,] -1.6088333 1.4289516 -2.855827e-01 0.2124194163 -0.059425946
## [79,] -1.8241903 1.4365231 -3.900331e-01 -0.2318969126 0.067676333
## [80,] -1.5488523 1.6818865 -3.437662e-01 0.0581391259 -0.033664143
## [81,] -1.7022993 1.6636683 -4.876881e-01 -0.3490398234 -0.154313366
## [82,] -1.9094050 1.5220593 -4.046353e-01 -0.2913380635 0.067649162
## [83,] -1.6406553 1.9871102 -4.740963e-01 0.0825407704 -0.087342860
## [84,] -1.7071054 1.9787327 -4.996512e-01 0.2436043361 -0.121964525
## [85,] -1.7908242 1.6611027 -4.463550e-01 -0.1363032910 -0.007900480
## [86,] -1.6289080 2.0826485 -5.711895e-01 -0.0460860241 -0.015349914
## [87,] -1.9903369 1.3222111 -4.307109e-01 -0.4140262008 0.077044732
## [88,] -1.7267181 1.6174648 -3.560766e-01 -0.0211010840 -0.022537063
## [89,] -1.7821061 0.9357388 -3.527896e-02 0.2544845538 -0.061422205
## [90,] -1.6097056 0.6875606 7.349768e-02 0.3579917640 -0.063730262
## [91,] -1.7178189 0.8063983 -5.887644e-02 0.1790821102 -0.013018660
## [92,] -2.4837683 -0.3081262 3.145661e-02 -1.0078017509 0.414603441
## [93,] -1.8079753 0.8523505 -6.290015e-02 0.0415369064 -0.017237037
## [94,] -2.5498135 -0.3418270 4.702462e-02 -0.9636759654 0.360102595
## [95,] -1.9567671 0.7250382 -8.705428e-02 -0.0163257978 0.018757254
## [96,] -1.5287712 0.3373404 2.103437e-01 0.2777613118 0.011419799
## [97,] -1.6855350 0.7068882 6.869857e-02 0.0849181309 0.010110292
## [98,] -1.6799522 0.6535337 8.597124e-02 0.1353267481 0.003405874
## [99,] -1.7182793 0.3356592 1.020004e-01 -0.2273033831 0.080802662
## [100,] -1.8879987 0.6702338 -8.035208e-02 -0.0317601305 -0.029112603
## [101,] -1.3976740 1.0994870 4.071836e-02 0.4145454815 -0.109000799
## [102,] -1.4333008 1.2914902 -1.773336e-02 0.4965323277 -0.087440909
## [103,] -1.2593338 0.7786579 2.459925e-01 0.4450095104 -0.189308605
## [104,] -1.8299585 0.4149523 1.004233e-01 -0.0492359498 0.088868786
## [105,] -1.9316993 0.5052964 9.230805e-02 -0.2533784207 0.076782322
## [106,] -1.2593338 0.7786579 2.459925e-01 0.4450095104 -0.189308605
## [107,] -1.7250673 0.8773319 -2.039163e-02 -0.0924241557 0.096784046
## [108,] -1.7216083 0.5924819 9.725722e-02 0.0159373681 0.046611160
## [109,] -1.4335765 1.0295516 -9.708944e-03 0.2245546541 -0.162214502
## [110,] -1.4922623 0.9138837 1.316622e-01 0.2608351056 -0.026567419
## [111,] -1.3624677 1.1224589 1.963760e-01 0.5261209127 -0.087464446
## [112,] -1.3857731 1.2490095 7.209095e-02 0.3961710681 -0.160122584
## [113,] -1.4063105 1.0460328 7.614225e-02 0.3397387687 -0.211837228
## [114,] -2.2111365 0.1994839 1.514631e-01 -0.7776777846 0.217017659
## [115,] -1.7182793 0.3356592 1.020004e-01 -0.2273033831 0.080802662
## [116,] -1.8794584 0.8215182 -3.169290e-02 -0.0936000726 0.010743403
## [117,] -2.0511518 0.4407758 -1.239556e-01 -0.1654892867 0.054734780
## [118,] -1.4187340 0.9955696 -7.028759e-03 0.5097265693 -0.086876308
## [119,] -1.7244772 0.7989221 5.901215e-02 0.0872590764 0.061267151
## [120,] -2.4572491 0.1595509 -2.868641e-01 -0.7815829395 0.243614030
## [121,] -1.6751303 0.7614038 -4.316831e-02 0.2262013713 -0.050605850
## [122,] -1.7126692 0.7752786 -3.723766e-02 0.3069598594 -0.017574873
## [123,] -2.5816073 -0.4652796 6.309360e-02 -0.7813544450 0.323301541
## [124,] -1.6279961 0.7537831 -1.844262e-02 0.1306665917 -0.350779579
## [125,] -1.8115248 1.1063091 -7.734399e-02 0.1190940094 -0.031264854
## [126,] -1.8554293 0.9253740 -1.588235e-01 0.1042746592 0.021987080
## [127,] -2.6481066 -0.2787996 -7.235941e-02 -0.8722492036 0.343955004
## [128,] -1.5483463 1.1834618 -5.198809e-02 0.3982239133 -0.149425102
## [129,] -1.7630072 0.5600795 -1.055403e-01 0.1994110174 0.017985654
## [130,] -1.9151299 0.6613004 -1.338789e-02 0.0717021199 0.109138646
## [131,] -1.9732553 0.4364541 -6.488793e-02 -0.0815661887 0.106986872
## [132,] -1.9271485 0.6438785 -6.922989e-02 -0.0325491686 0.088619098
## [133,] -1.8582907 0.5475690 3.258020e-02 0.1356881583 0.029158570
## [134,] -1.7459325 0.7811679 3.170352e-02 0.1304458635 -0.043836837
## [135,] -1.7743513 0.9874912 -7.619610e-02 0.1706258319 0.018918311
## [136,] -1.8564759 0.6412486 -1.210501e-02 -0.0118052550 0.010652649
## [137,] -1.8215076 0.6778087 7.487880e-03 -0.0018364731 0.055289102
## [138,] -1.4726670 0.9459139 8.328993e-02 0.5369939397 -0.124044993
## [139,] -1.5613641 0.7512569 2.992360e-02 0.2238667572 0.037671605
## [140,] -1.8342202 0.6924831 6.625196e-03 -0.0768086714 0.094293955
## [141,] -1.5384088 0.7392862 7.866684e-02 0.0590355141 -0.223418689
## [142,] -1.7328789 0.7193759 5.147681e-02 0.1530394693 0.014006260
## [143,] -1.6291117 0.7972391 1.202807e-01 0.5505075044 -0.023930604
## [144,] -1.7573656 0.6446385 8.172953e-03 -0.0352054622 -0.184397063
## [145,] -1.9891863 0.5021243 -2.138313e-02 -0.1201205572 0.124730551
## [146,] -1.6477838 1.0438009 3.632101e-02 0.4056517096 -0.092016115
## [147,] -2.1823786 0.2621524 -2.198562e-02 -0.5691155558 0.057489251
## [148,] -1.8863207 0.5862007 -3.238206e-02 -0.0683081684 0.024090434
## [149,] -1.8215076 0.6778087 7.487880e-03 -0.0018364731 0.055289102
## [150,] -0.6162255 -0.6509414 5.701714e-01 -0.2669313379 0.037726747
## [151,] -0.5943386 -0.3976471 3.524611e-01 -0.2484317278 0.025685452
## [152,] -0.8636353 -0.9202528 4.929314e-01 -0.1271878424 -0.024301448
## [153,] -0.8943741 -0.7665976 5.292233e-01 -0.1140331007 -0.026369333
## [154,] -0.9406739 -0.6569263 4.539243e-01 -0.0018501865 -0.068884633
## [155,] -0.9831377 -0.9716010 5.039806e-01 -0.1422556128 -0.029824184
## [156,] -0.6422548 -0.5815489 4.805844e-01 -0.0442746257 -0.002984974
## [157,] -0.6816623 -0.6933229 4.888584e-01 -0.0217855876 0.073367199
## [158,] -0.5963722 -0.6275245 4.743971e-01 -0.0330329530 -0.007735678
## [159,] -0.7851692 -0.9221646 6.837651e-01 -0.0729860579 -0.005213343
## [160,] -0.5995188 -0.6837602 1.253924e-01 -0.1769133862 0.170425062
## [161,] -0.8438760 -0.7946118 4.433999e-01 -0.3908144821 0.119973888
## [162,] -0.6720668 -0.8080937 5.632240e-01 -0.0760354377 0.008486348
## [163,] -0.6049674 -0.7435461 4.163869e-01 -0.2179192006 0.033789134
## [164,] -0.6750422 -0.5776411 3.998099e-01 -0.1628786172 -0.052170982
## [165,] -0.7694110 -0.8165060 5.570037e-01 -0.2467109699 0.094392357
## [166,] -0.2760655 -0.1671596 4.331238e-01 -0.0215426784 -0.040089519
## [167,] -0.5727469 -0.8238554 6.690880e-01 -0.2256065927 0.020008405
## [168,] -0.6444701 -0.4916469 4.545389e-01 -0.0555261120 -0.020104884
## [169,] -0.6449905 -0.4931173 4.619264e-01 -0.2711204336 0.039537296
## [170,] -0.6301577 -0.8957997 5.814457e-01 -0.1624954468 0.064121728
## [171,] -0.7547400 -0.5820306 4.691199e-01 -0.0719888815 -0.022974937
## [172,] -0.7132627 -0.6449542 5.064120e-01 -0.1201080302 -0.006069777
## [173,] -0.7749361 -0.8410832 5.707717e-01 -0.1913850493 0.047588587
## [174,] -0.9646953 -0.4898548 4.903633e-01 -0.0098541434 -0.051260454
## [175,] -0.6440462 -0.5869810 5.502600e-01 0.0479134289 -0.073813852
## [176,] -0.3648100 -0.3356016 4.075140e-01 -0.1124916820 -0.057131928
## [177,] -0.5346165 -0.5299572 4.257782e-01 -0.2288754481 0.030964030
## [178,] -0.3390696 -0.2428245 2.807053e-01 -0.0641818802 0.069547775
## [179,] -0.6453544 -0.5145738 3.697604e-01 -0.2488782344 0.043484390
## [180,] -0.8636353 -0.9202528 4.929314e-01 -0.1271878424 -0.024301448
## [181,] -0.8943741 -0.7665976 5.292233e-01 -0.1140331007 -0.026369333
## [182,] 1.8580800 -0.4850685 1.070249e+00 0.1276829184 0.034395245
## [183,] 1.3101550 -1.1243616 9.127230e-01 0.2482539430 0.091073518
## [184,] 1.7627285 -0.3056980 9.651271e-01 0.3826054752 -0.181362730
## [185,] 1.6686052 -0.6503616 9.638492e-01 0.2225623629 -0.070703834
## [186,] 1.5906089 -0.7258585 1.040190e+00 0.1159253359 -0.125675245
## [187,] 1.7492185 -0.5240380 1.077354e+00 0.2452598341 -0.016154908
## [188,] 1.7946998 -0.5735792 1.148347e+00 0.3089860545 -0.128490798
## [189,] 1.2839956 -0.5866064 9.455694e-01 0.8431973574 -0.191863017
## [190,] 0.9837179 -1.2976022 9.507788e-01 0.4408490449 -0.083543278
## [191,] 1.5930404 -1.0780442 1.009201e+00 -0.2623823485 0.002470653
## [192,] 1.6641408 -0.6360677 9.210032e-01 0.4210841573 -0.072082228
## [193,] 1.6817448 -0.5023713 9.525960e-01 0.4158632671 -0.067709575
## [194,] 1.7950103 -0.7891348 1.100283e+00 -0.0459552093 0.075272188
## [195,] 1.7476960 -0.5125858 1.083379e+00 0.1664065441 -0.037018972
## [196,] 1.0155957 -1.5499123 9.730668e-01 0.0976593721 0.154956456
## [197,] 0.9593045 -1.6951569 8.414654e-01 0.0139594922 0.102425411
## [198,] 1.0586805 -1.3616208 8.835314e-01 0.3859847407 -0.016534442
## [199,] 1.6910284 -0.5107555 8.761171e-01 0.3933494419 -0.164888117
## [200,] 1.8282608 -0.6252785 1.173273e+00 0.0750532084 -0.058673320
## [201,] 1.5272432 -1.0874582 1.128503e+00 -0.2340756145 0.252895338
## [202,] 1.6199850 -0.5797333 9.805356e-01 0.3100090549 -0.096610537
## [203,] 1.7868292 -0.4510867 1.086624e+00 0.2106960693 -0.055592226
## [204,] 1.7247135 -0.4180485 1.066904e+00 0.2660729588 -0.055407855
## [205,] 1.7893329 -0.7429928 1.098574e+00 -0.0184825066 0.040787921
## [206,] 1.7728750 -0.7821557 1.074858e+00 -0.0055463931 0.003666647
## [207,] 1.2183717 -1.3339514 9.916531e-01 0.1589656669 0.057059326
## [208,] 1.5412395 -0.9729048 1.044162e+00 0.1557772762 -0.070412522
## [209,] 1.7061501 -0.8692735 1.067252e+00 0.1326282275 0.009950617
## [210,] 1.7548225 -0.7927958 1.100360e+00 0.1562259906 -0.013591341
## [211,] 1.2090193 -0.8094737 9.102128e-01 0.8014833039 -0.112046133
## [212,] 1.2797590 -0.8030935 9.615940e-01 0.6419378690 -0.053466223
## [213,] 1.3710443 -1.7982189 -1.243080e+00 0.4021198737 0.088162837
## [214,] 1.1510979 -2.2500358 -1.654857e+00 0.1086459815 0.178447193
## [215,] 1.1426014 -1.8234364 -1.161053e+00 0.4770536958 0.120913314
## [216,] 1.2216241 -1.9344203 -1.138455e+00 0.1228446757 0.179951414
## [217,] 1.2433447 -1.5554508 -9.125675e-01 0.7261706778 0.179254305
## [218,] 0.8947850 -1.8709599 -1.091397e+00 0.6656064966 0.627036520
## [219,] 1.0102166 -2.4878734 -1.551434e+00 -0.0136513204 0.280841967
## [220,] 1.3020091 -2.0579575 -1.547957e+00 0.1327128719 0.166145653
## [221,] 0.6413830 -2.3666940 -1.679636e+00 0.4737128211 0.068602792
## [222,] 1.1486187 -2.4380403 -1.052639e+00 -0.2025685176 0.319521549
## [223,] 0.8931504 -2.6309922 -1.133818e+00 -0.2153469785 0.306980519
## [224,] 0.9597449 -1.9109350 -1.179982e+00 0.5290306276 0.200750574
## [225,] 1.5930898 -1.7197211 -1.150464e+00 0.1633603334 0.102672605
## [226,] 1.2896989 -1.7177719 -1.203659e+00 0.3210778342 0.209526987
## [227,] 1.0601077 -1.7068550 -1.290722e+00 0.6086513959 0.157702975
## [228,] 0.8102744 -1.8109639 -1.214487e+00 0.8102703778 0.061647569
## [229,] 1.0189620 -1.9274434 -9.306160e-01 0.3164933985 0.176160585
## [230,] 1.3851612 -2.5528279 -9.969352e-01 -0.4239746217 0.025645423
## [231,] 1.2982993 -1.6552566 -1.350489e+00 0.4225025449 0.099525834
## [232,] 1.3250985 -1.9842294 -1.395971e+00 0.2383494947 -0.001346272
## [233,] 1.0233621 -2.6707818 -1.300869e+00 -0.0506592000 -0.197799011
## [234,] 0.5690813 -2.0508793 -1.399208e+00 0.7572836660 0.730254901
## [235,] 0.5869826 -2.3898224 -1.190377e+00 0.4264943703 0.114401141
## [236,] 0.7776370 -2.2387693 -1.609509e+00 0.4355763184 0.204489690
## [237,] 1.5364888 -1.3534210 -9.365923e-01 0.5091501588 -0.018852710
## [238,] 0.8004368 -2.3962347 -1.292215e+00 0.1766841360 0.257357348
## [239,] 0.9784944 -1.9494583 -1.268897e+00 0.6893943726 0.072356386
## [240,] 2.0486946 -1.1347197 -4.613436e-01 -0.2167658268 -0.462841227
## [241,] 2.0609374 -1.0200433 -5.568194e-01 -0.0518956951 -0.495092784
## [242,] 1.5027492 -1.4517344 -5.914508e-01 -0.2638182862 -0.122625201
## [243,] 1.2454190 -1.6248447 -8.034087e-01 -0.2572522574 -0.251328679
## [244,] 1.5166008 -1.3267635 -5.471580e-01 -0.3257302533 -0.074542288
## [245,] 1.9244223 -1.2688693 -5.310449e-01 -0.3099215179 -0.434035587
## [246,] 1.3645560 -1.4560181 -6.251179e-01 -0.2166348120 -0.184921760
## [247,] 1.4332766 -1.5162627 -5.820915e-01 -0.2354755698 -0.126479251
## [248,] 0.9918570 -2.2555878 -1.613563e+00 0.2754939353 0.208568399
## [249,] 1.5596143 -1.3902318 -6.135966e-01 -0.2792824398 -0.089462382
## [250,] 1.4269160 -1.3723623 -5.923807e-01 -0.1516963784 -0.234637468
## [251,] 1.4200960 -1.3633450 -5.039183e-01 -0.1969147642 -0.198652435
## [252,] 1.3137432 -1.5985442 -6.712030e-01 -0.3492518398 -0.119092744
## [253,] 2.2849363 -1.5666596 -4.046573e-01 -0.9472347549 -0.356001094
## [254,] 2.3037245 -1.4884207 -3.219346e-01 -1.0508207887 -0.266098356
## [255,] 2.3056006 -1.6145610 -3.420332e-01 -1.0498265728 -0.254167419
## [256,] 1.5016417 -1.4442199 -6.100707e-01 -0.2870215301 -0.127458659
## [257,] 1.4048626 -1.4913675 -5.833225e-01 -0.3179546343 -0.129606928
## [258,] 1.4185876 -1.5463000 -5.962801e-01 -0.2734244071 -0.123176696
## [259,] 1.4268391 -1.4478407 -4.698280e-01 -0.2641568126 -0.116341572
## [260,] 1.4837139 -1.4682829 -6.606025e-01 -0.2477492203 -0.128813668
## [261,] 1.4193955 -1.5341650 -6.486014e-01 -0.2782496839 -0.091925164
## [262,] 1.3240381 -1.7161573 -7.530511e-01 -0.3206843827 -0.273056735
## [263,] 2.1063472 -1.0464733 -4.266070e-01 -0.2704645881 -0.465663571
## [264,] 1.3342987 -1.7534853 -6.069081e-01 -0.4790528229 -0.047590734
## [265,] 2.2726790 -1.7146245 -4.887280e-01 -0.8116162403 -0.492114347
## [266,] 1.2630421 -1.6255564 -7.996530e-01 -0.1323756898 -0.353429615
## [267,] 1.8915609 -1.1622540 -6.963353e-01 0.0380762068 -0.735496810
## [268,] 2.0914790 -1.1000042 -5.711938e-01 -0.0746904832 -0.675638905
## [269,] 1.9509668 -1.1459015 -4.625413e-01 -0.0186726467 -0.599258512
## [270,] 1.9056501 -1.1391890 -4.573904e-01 -0.1081517422 -0.594096569
## [271,] 1.3851612 -2.5528279 -9.969352e-01 -0.4239746217 0.025645423
## [272,] -1.0562819 -1.8849586 8.134634e-01 -0.1009130167 0.080734261
## [273,] -1.1718574 -1.8078398 8.061754e-01 0.0987556257 0.022996995
## [274,] -1.1747986 -1.7751811 7.308878e-01 0.0160277466 0.054606827
## [275,] -1.0788743 -1.8125005 7.001711e-01 0.1734592492 0.047930806
## [276,] -1.0790264 -1.5817939 7.187831e-01 0.1276327602 0.057276047
## [277,] -1.2694406 -2.0712740 6.550343e-01 -0.0916768440 0.154884201
## [278,] -1.4343620 -2.0603104 9.726186e-01 -0.0427461898 0.111587294
## [279,] -1.1775638 -2.0507147 8.706037e-01 0.1158017679 0.027574258
## [280,] -1.2277190 -1.8525166 8.516937e-01 -0.1421591246 0.044765119
## [281,] -0.7622691 -1.6803033 7.506781e-01 0.0748230386 0.066874442
## [282,] -1.0602926 -1.8637091 7.761526e-01 0.0696483051 0.007015509
## [283,] -1.0045531 -1.7306684 5.832766e-01 0.0586719111 0.014901884
## [284,] -1.0657651 -2.0106009 7.477518e-01 -0.0866299169 0.100240658
## [285,] -1.0337915 -1.8980999 7.589126e-01 0.0779803537 0.108164405
## [286,] -1.1251976 -2.0228537 8.143071e-01 -0.0912732448 0.093620108
## [287,] -1.1469355 -1.9025984 9.034707e-01 0.1614667314 0.054480627
## [288,] -1.1678685 -1.8356307 8.559839e-01 -0.0739556183 0.132748873
## [289,] -1.2113990 -1.9055903 7.778266e-01 -0.0039203987 0.074493345
## [290,] -1.1994321 -1.8873848 6.965410e-01 -0.0696616621 0.117271583
## [291,] -1.1234870 -1.6904939 6.192902e-01 -0.0426787868 0.074839230
## [292,] -1.0009875 -1.9358364 6.180061e-01 -0.0192021957 0.041898530
## [293,] -1.0653296 -1.8722276 6.888437e-01 0.0966835108 0.010058996
## [294,] -1.1340498 -1.8698826 7.378555e-01 0.0521185808 0.033490320
## [295,] -1.1264476 -1.8155883 6.761190e-01 0.1115936289 0.055738624
## [296,] -1.3906598 -2.2635686 9.332784e-01 -0.0956292166 0.093748967
## [297,] -1.0700924 -1.8816391 7.735862e-01 0.0535670529 0.099686512
## [298,] -1.1850105 -1.8157484 7.388524e-01 0.0625574291 0.014437698
## [299,] -1.1291235 -1.8039368 6.518559e-01 -0.0471697274 0.044120573
## [300,] -1.1607513 -1.9235745 8.877838e-01 -0.0136013556 0.088103463
## PC6 PC7
## [1,] -2.334931e-03 9.586381e-04
## [2,] 2.946986e-03 1.020335e-03
## [3,] 5.414628e-03 8.303696e-04
## [4,] 5.617206e-03 9.448638e-04
## [5,] 1.685765e-03 9.668578e-04
## [6,] 5.184239e-03 9.775808e-04
## [7,] 2.062019e-03 9.137155e-04
## [8,] -8.239978e-04 9.452848e-04
## [9,] -2.899542e-03 8.552953e-04
## [10,] 2.239517e-03 8.358339e-04
## [11,] 1.245397e-02 1.050927e-03
## [12,] -1.275477e-03 7.918359e-04
## [13,] 4.554520e-03 7.631647e-04
## [14,] -2.896384e-02 -2.669892e-02
## [15,] 8.222939e-04 8.658250e-04
## [16,] 4.738489e-03 9.420006e-04
## [17,] -1.852536e-03 8.634677e-04
## [18,] -1.111859e-03 7.367465e-04
## [19,] 4.595972e-03 7.816179e-04
## [20,] 4.528364e-03 9.173402e-04
## [21,] 5.191144e-03 8.558793e-04
## [22,] 2.176916e-03 9.157980e-04
## [23,] 1.087007e-03 8.746648e-04
## [24,] 8.161999e-04 7.297943e-04
## [25,] -2.097494e-03 8.007140e-04
## [26,] 3.510400e-03 8.825632e-04
## [27,] 4.930453e-03 9.092009e-04
## [28,] 9.360605e-04 8.064522e-04
## [29,] 3.837552e-03 9.786595e-04
## [30,] 9.830711e-04 -2.656776e-05
## [31,] -1.562628e-03 1.575088e-06
## [32,] 1.042417e-02 1.730880e-04
## [33,] 3.366550e-03 -1.603440e-05
## [34,] 4.438447e-03 -2.271053e-05
## [35,] 1.084609e-03 8.302135e-05
## [36,] 7.786497e-03 6.125300e-05
## [37,] 6.341227e-03 8.365973e-05
## [38,] 7.807913e-03 1.877148e-04
## [39,] 9.401088e-03 9.463983e-05
## [40,] 9.333272e-03 1.261805e-04
## [41,] -1.237076e-03 -3.502092e-05
## [42,] 9.154033e-03 3.066016e-04
## [43,] 3.657631e-03 7.399152e-05
## [44,] -9.834140e-03 -1.188457e-02
## [45,] 2.629399e-03 -1.236017e-05
## [46,] 5.546849e-03 1.643078e-05
## [47,] -2.914883e-02 2.662694e-02
## [48,] -2.988035e-01 -5.022662e-03
## [49,] 1.336811e-04 2.114655e-05
## [50,] -1.761130e-03 -1.387666e-05
## [51,] -2.921433e-03 -1.415106e-05
## [52,] 1.276226e-03 -8.068291e-06
## [53,] 6.676515e-03 3.592754e-05
## [54,] -3.762652e-04 -1.462409e-04
## [55,] -1.869376e-03 -6.097852e-05
## [56,] 4.209770e-03 4.142128e-05
## [57,] 9.115410e-03 8.686062e-05
## [58,] 7.159470e-03 6.205511e-05
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## [60,] 3.907947e-03 4.715226e-05
## [61,] -2.061634e-03 -7.402033e-05
## [62,] 6.621688e-03 8.464812e-05
## [63,] -1.771250e-03 -7.125222e-05
## [64,] 1.775980e-03 -6.639778e-05
## [65,] 6.615772e-03 7.346921e-05
## [66,] 3.755776e-03 4.500923e-05
## [67,] 5.154454e-03 1.050580e-04
## [68,] 9.080078e-03 7.309759e-05
## [69,] 1.102714e-03 -7.630574e-06
## [70,] 4.105769e-03 5.269659e-05
## [71,] 3.725076e-03 -8.359096e-05
## [72,] 3.345786e-03 1.320786e-05
## [73,] -3.762297e-03 -1.181886e-05
## [74,] 3.836173e-03 -3.279601e-05
## [75,] 7.840782e-04 -1.522551e-05
## [76,] 6.037409e-03 8.994462e-05
## [77,] 8.973716e-03 9.514429e-05
## [78,] -8.857651e-04 -7.119852e-05
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## [80,] 8.525194e-03 1.185052e-04
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## [85,] 4.729065e-03 4.514915e-05
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## [88,] 1.773602e-03 -2.828798e-06
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## [90,] -2.672885e-03 -7.791517e-05
## [91,] 2.135213e-04 -1.054438e-05
## [92,] -1.553842e-03 2.485740e-04
## [93,] -1.636843e-03 -4.328676e-05
## [94,] -7.553487e-03 1.019936e-04
## [95,] 4.142685e-03 5.923808e-05
## [96,] 1.580272e-03 7.203382e-05
## [97,] 8.019282e-03 1.630935e-04
## [98,] 7.824975e-03 1.534025e-04
## [99,] -4.039928e-03 2.664346e-05
## [100,] 4.844142e-03 4.553493e-05
## [101,] 3.657735e-04 -3.485138e-05
## [102,] -9.417009e-04 -5.542300e-05
## [103,] 6.677950e-03 5.025862e-05
## [104,] -6.385729e-04 6.579714e-05
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## [106,] 6.677950e-03 5.025862e-05
## [107,] -2.396517e-03 4.963667e-05
## [108,] 4.808178e-03 1.378310e-04
## [109,] 7.447497e-03 4.607483e-05
## [110,] 7.882814e-03 1.582472e-04
## [111,] 2.064825e-03 2.900754e-05
## [112,] 3.714569e-03 -3.438925e-06
## [113,] -9.396063e-04 -1.197403e-04
## [114,] 4.548882e-04 1.882905e-04
## [115,] -4.039928e-03 2.664346e-05
## [116,] 1.423652e-03 3.346475e-05
## [117,] 5.708078e-03 9.801102e-05
## [118,] -1.844410e-03 -7.552275e-05
## [119,] -2.947616e-03 1.298256e-05
## [120,] -5.181870e-03 1.759866e-05
## [121,] -8.372866e-04 -2.204029e-03
## [122,] 1.718573e-03 5.104281e-06
## [123,] 1.302333e-03 2.061922e-04
## [124,] 6.984948e-04 -2.203949e-04
## [125,] 7.158750e-03 9.157450e-05
## [126,] 7.754585e-03 1.176175e-04
## [127,] -2.471434e-03 1.410919e-04
## [128,] 5.610749e-03 -3.019019e-06
## [129,] 4.196640e-03 5.733116e-05
## [130,] 3.206380e-03 1.146765e-04
## [131,] 1.557680e-03 7.678795e-05
## [132,] 7.712656e-04 4.873970e-04
## [133,] 3.918714e-03 7.625577e-05
## [134,] 8.178222e-03 1.144514e-04
## [135,] 7.705444e-03 1.330061e-04
## [136,] 7.785653e-03 1.340595e-04
## [137,] -3.558864e-04 3.684021e-05
## [138,] 8.265827e-03 7.175954e-05
## [139,] 7.761227e-03 1.762725e-04
## [140,] -3.866410e-03 1.005393e-05
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## [142,] 8.094905e-03 1.546949e-04
## [143,] 5.748314e-03 8.404796e-05
## [144,] 8.176009e-03 1.981917e-05
## [145,] 1.780728e-03 1.025228e-04
## [146,] 1.349763e-03 -3.478689e-05
## [147,] 5.871209e-03 1.293331e-04
## [148,] 1.305622e-03 3.198549e-05
## [149,] -3.558864e-04 3.684021e-05
## [150,] 1.006368e-03 2.482562e-04
## [151,] 4.400769e-03 2.698942e-04
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## [153,] 1.015797e-04 1.381950e-04
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## [155,] 3.382974e-03 1.736446e-04
## [156,] -5.053270e-03 8.783070e-05
## [157,] 4.592830e-03 2.941501e-04
## [158,] 2.518540e-03 2.123635e-04
## [159,] -6.498058e-03 7.193468e-05
## [160,] 4.142761e-03 3.179813e-04
## [161,] -2.524562e-03 2.081619e-04
## [162,] 3.683922e-03 2.473004e-04
## [163,] -2.106245e-03 1.649015e-04
## [164,] 3.707313e-03 1.918155e-04
## [165,] 1.478476e-03 2.714968e-04
## [166,] -4.213680e-03 1.166953e-04
## [167,] -6.107405e-03 1.301084e-04
## [168,] -5.743411e-04 1.492376e-04
## [169,] -3.547164e-03 1.582288e-04
## [170,] -4.016922e-03 1.693975e-04
## [171,] -5.606027e-03 5.289041e-05
## [172,] -2.938718e-04 1.651740e-04
## [173,] 4.586480e-03 2.873838e-04
## [174,] -2.839315e-03 5.796378e-05
## [175,] 1.068278e-04 1.280177e-04
## [176,] 5.072415e-03 2.480063e-04
## [177,] 5.073974e-02 -3.466824e-02
## [178,] -8.207324e-05 2.326022e-04
## [179,] 2.106968e-03 2.384104e-04
## [180,] 1.819712e-03 1.627628e-04
## [181,] 1.015797e-04 1.381950e-04
## [182,] -6.152930e-03 4.444485e-04
## [183,] -3.443607e-03 4.205435e-04
## [184,] -4.771035e-03 2.762183e-04
## [185,] -1.443949e-03 4.012768e-04
## [186,] -4.520045e-04 3.887818e-04
## [187,] -1.482102e-03 4.667390e-04
## [188,] 6.258954e-04 4.333274e-04
## [189,] -4.260919e-03 1.823387e-04
## [190,] -6.385345e-03 2.021854e-04
## [191,] -7.312478e-03 3.779628e-04
## [192,] 2.585708e-03 4.460757e-04
## [193,] -5.513992e-03 3.250956e-04
## [194,] -7.711213e-03 4.497519e-04
## [195,] 1.500017e-04 4.861367e-04
## [196,] 1.503757e-03 5.253248e-04
## [197,] -3.727092e-03 3.773450e-04
## [198,] -4.547758e-03 2.793730e-04
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## [200,] 3.446416e-03 5.521904e-04
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## [202,] 4.591192e-03 4.764630e-04
## [203,] -8.986013e-03 3.242563e-04
## [204,] -1.898150e-03 4.294056e-04
## [205,] -3.424880e-03 4.952911e-04
## [206,] -4.703082e-03 4.406668e-04
## [207,] 3.218648e-03 5.111696e-04
## [208,] -1.472706e-03 3.963982e-04
## [209,] 2.866702e-03 5.503168e-04
## [210,] -3.420656e-03 4.399337e-04
## [211,] -6.413719e-04 2.819940e-04
## [212,] -3.100733e-03 3.093796e-04
## [213,] -2.573234e-03 7.370832e-05
## [214,] 6.397883e-04 1.119815e-04
## [215,] 2.173916e-03 1.578885e-04
## [216,] -4.181896e-03 1.282820e-04
## [217,] 7.568126e-03 3.268089e-04
## [218,] -9.049039e-05 4.432851e-04
## [219,] 4.139167e-03 2.455538e-04
## [220,] -4.404285e-03 -4.248726e-03
## [221,] 5.003361e-03 1.993531e-05
## [222,] 1.649970e-03 3.389591e-04
## [223,] -3.972698e-03 1.926221e-04
## [224,] -2.375043e-03 1.094616e-04
## [225,] 3.518857e-03 2.427891e-04
## [226,] 4.799009e-03 2.866220e-04
## [227,] -8.840448e-04 9.712172e-05
## [228,] -1.556887e-03 -1.332355e-05
## [229,] -2.295512e-03 1.539510e-04
## [230,] -4.081178e-03 8.538354e-05
## [231,] -3.021695e-03 5.189815e-05
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## [233,] -3.060211e-03 -1.701159e-04
## [234,] -4.661064e-04 4.149171e-04
## [235,] 2.432497e-03 8.266767e-05
## [236,] -4.448334e-04 5.586236e-05
## [237,] 5.810299e-03 2.077777e-04
## [238,] -4.075116e-03 9.917964e-05
## [239,] -3.462200e-03 -2.291334e-05
## [240,] -9.274447e-04 -2.695051e-05
## [241,] -3.116284e-03 -1.085219e-04
## [242,] -3.939881e-04 1.361835e-04
## [243,] 4.828714e-03 6.756417e-05
## [244,] -5.909315e-04 1.826814e-04
## [245,] 2.055909e-03 2.193078e-05
## [246,] 2.046863e-03 1.097123e-04
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## [248,] -2.846058e-03 5.220853e-05
## [249,] -5.902476e-03 7.306429e-05
## [250,] 2.573437e-03 9.296179e-05
## [251,] -5.571797e-03 -7.546973e-07
## [252,] 3.523064e-04 1.208292e-04
## [253,] -4.940791e-03 5.691995e-05
## [254,] 1.490353e-04 2.289201e-04
## [255,] -6.752324e-03 1.161451e-04
## [256,] -3.931862e-04 1.316796e-04
## [257,] 3.200727e-03 1.848394e-04
## [258,] 5.574712e-03 2.235759e-04
## [259,] 1.738856e-03 1.870901e-04
## [260,] -2.108492e-03 8.889964e-05
## [261,] -3.982094e-03 7.902103e-05
## [262,] -3.391575e-03 -6.586225e-05
## [263,] -4.978449e-03 -7.850592e-05
## [264,] -3.780373e-03 1.196860e-04
## [265,] -3.511529e-04 9.969070e-06
## [266,] 1.966761e-03 -5.802430e-05
## [267,] -2.169249e-04 -2.783924e-04
## [268,] 2.002938e-03 -1.489240e-04
## [269,] 4.062906e-03 -6.458508e-05
## [270,] 2.693853e-03 -8.108225e-05
## [271,] -4.081178e-03 8.538354e-05
## [272,] -1.932413e-03 1.761227e-04
## [273,] -7.527321e-03 -4.137051e-04
## [274,] -6.460027e-03 5.136341e-05
## [275,] -3.888390e-03 8.245441e-05
## [276,] -6.393284e-04 1.552970e-04
## [277,] 9.210361e-04 2.223481e-04
## [278,] -5.533328e-03 1.135069e-04
## [279,] -3.325396e-03 9.167809e-05
## [280,] -7.877363e-03 4.365390e-05
## [281,] 2.728503e-03 2.580585e-04
## [282,] 3.850058e-03 2.026722e-04
## [283,] -3.903406e-03 5.929364e-05
## [284,] -8.097221e-04 1.928150e-04
## [285,] 3.132178e-03 2.600207e-04
## [286,] 2.584233e-03 2.487256e-04
## [287,] -9.737166e-04 1.585437e-04
## [288,] -2.815556e-03 1.918429e-04
## [289,] -4.552084e-03 9.846701e-05
## [290,] -3.484038e-03 1.399584e-04
## [291,] 3.081216e-03 2.187307e-04
## [292,] -1.394134e-03 1.260076e-04
## [293,] 4.161266e-02 8.165585e-04
## [294,] -7.268287e-03 2.349265e-05
## [295,] 1.252997e-03 1.690255e-04
## [296,] -6.471700e-03 8.248337e-05
## [297,] -7.051018e-03 8.534456e-05
## [298,] 1.622405e-03 1.534450e-04
## [299,] -2.163787e-03 1.118729e-04
## [300,] -1.671471e-03 1.787121e-04
var <- get_pca_var(pizza_pca)
var
## Principal Component Analysis Results for variables
## ===================================================
## Name Description
## 1 "$coord" "Coordinates for the variables"
## 2 "$cor" "Correlations between variables and dimensions"
## 3 "$cos2" "Cos2 for the variables"
## 4 "$contrib" "contributions of the variables"
plot(eigen_pizza, xlab = "Component number", ylab = "Component variance", type = "l", main = "Scree diagram")
# Correlation
pairs.panels(pizza[,-5],
gap = 0,
bg = c("red", "blue")[pizza$brand],
pch=21)
diag(cov(pizza_pca$x))
## PC1 PC2 PC3 PC4 PC5 PC6
## 4.171782e+00 2.290457e+00 4.145623e-01 9.517423e-02 2.767702e-02 3.376094e-04
## PC7
## 9.518780e-06
xlim <- range(pizza_pca$x[,1])
plot(pizza_pca$x,xlim=xlim,ylim=xlim)
library(vctrs)
## Warning: package 'vctrs' was built under R version 4.2.2
##
## Attaching package: 'vctrs'
##
## The following object is masked from 'package:tibble':
##
## data_frame
##
## The following object is masked from 'package:dplyr':
##
## data_frame
library(purrr)
#Correlation circle
head(var$coord, 4)
## Dim.1 Dim.2 Dim.3 Dim.4 Dim.5 Dim.6
## mois 0.1321685 -0.9508488 0.27149794 0.068093316 0.001076425 -8.203137e-03
## prot 0.7736169 -0.4081810 -0.48034108 0.003268036 0.064546412 3.151540e-06
## fat 0.9123125 0.3547153 0.12832794 0.156424131 -0.028842153 9.653831e-03
## ash 0.9638315 -0.1679758 -0.03623202 -0.170416723 -0.111611305 -1.081519e-03
## Dim.7
## mois -0.0012913910
## prot -0.0008538887
## fat -0.0011652119
## ash -0.0001728401
fviz_eig(pizza_pca, addlabels = TRUE)
fviz_pca_var(pizza_pca,col.var = "cos2",
gradient.cols = c("#FFCC00", "#CC9933", "#660033", "#330033"),
repel = TRUE)
biplot(pizza_pca)
#Quality of representation
head(var$cos2, 4)
## Dim.1 Dim.2 Dim.3 Dim.4 Dim.5 Dim.6
## mois 0.01746851 0.90411354 0.073711132 4.636700e-03 1.158690e-06 6.729146e-05
## prot 0.59848309 0.16661171 0.230727550 1.068006e-05 4.166239e-03 9.932201e-12
## fat 0.83231404 0.12582297 0.016468059 2.446851e-02 8.318698e-04 9.319645e-05
## ash 0.92897125 0.02821585 0.001312759 2.904186e-02 1.245708e-02 1.169684e-06
## Dim.7
## mois 1.667691e-06
## prot 7.291259e-07
## fat 1.357719e-06
## ash 2.987371e-08
corrplot(var$cos2, is.corr=FALSE)
# Color by cos2 values: quality on the factor map
fviz_pca_var(pizza_pca, col.var = "cos2",
gradient.cols = c("#00AFBB", "#E7B800", "#FC4E07"),
repel = TRUE # Avoid text overlapping
)
#Contributions of variables to PCs
head(var$contrib, 4)
## Dim.1 Dim.2 Dim.3 Dim.4 Dim.5 Dim.6
## mois 0.4187303 39.473056 17.7804699 4.87180178 0.00418647 1.993175e+01
## prot 14.3459822 7.274168 55.6556944 0.01122158 15.05306439 2.941921e-06
## fat 19.9510440 5.493356 3.9723963 25.70917496 3.00563366 2.760482e+01
## ash 22.2679725 1.231887 0.3166615 30.51441571 45.00876239 3.464609e-01
## Dim.7
## mois 17.5200037
## prot 7.6598667
## fat 14.2635781
## ash 0.3138397
library("corrplot")
corrplot(var$contrib, is.corr=FALSE)
fviz_pca_var(pizza_pca, col.var = "contrib",
gradient.cols = c("#00AFBB", "#E7B800", "#FC4E07")
)
# Contributions of variables to PC1
fviz_contrib(pizza_pca, choice = "var", axes = 1, top = 10)
# Contributions of variables to PC2
fviz_contrib(pizza_pca, choice = "var", axes = 2, top = 10)
fviz_contrib(pizza_pca, choice = "var", axes = 1:2, top = 10)
#Graphs of individuals
ind <- get_pca_ind(pizza_pca)
ind
## Principal Component Analysis Results for individuals
## ===================================================
## Name Description
## 1 "$coord" "Coordinates for the individuals"
## 2 "$cos2" "Cos2 for the individuals"
## 3 "$contrib" "contributions of the individuals"
# Coordinates of individuals
head(ind$coord)
## Dim.1 Dim.2 Dim.3 Dim.4 Dim.5 Dim.6
## 1 5.001985 2.674746 0.0392612138 -0.1438652 0.28354158 -0.002334931
## 2 5.015375 2.525076 0.0968945341 -0.3533599 0.21490980 0.002946986
## 3 4.797424 2.669240 0.0753491747 0.1076181 -0.03497911 0.005414628
## 4 4.462088 2.281218 0.1200327815 0.0539380 0.17420945 0.005617206
## 5 4.464433 2.155551 0.0007362777 -0.1169702 0.31250437 0.001685765
## 6 4.497286 2.164357 0.1747249127 -0.1152763 0.20046580 0.005184239
## Dim.7
## 1 0.0009586381
## 2 0.0010203355
## 3 0.0008303696
## 4 0.0009448638
## 5 0.0009668578
## 6 0.0009775808
# Quality of individuals
head(ind$cos2)
## Dim.1 Dim.2 Dim.3 Dim.4 Dim.5 Dim.6
## 1 0.7751662 0.2216538 4.775704e-05 0.0006412412 2.490827e-03 1.689110e-07
## 2 0.7932399 0.2010696 2.960712e-04 0.0039376045 1.456499e-03 2.738759e-07
## 3 0.7631405 0.2362456 1.882545e-04 0.0003840244 4.057009e-05 9.721330e-07
## 4 0.7912854 0.2068190 5.726070e-04 0.0001156236 1.206147e-03 1.254000e-06
## 5 0.8072922 0.1881978 2.195743e-08 0.0005541773 3.955581e-03 1.151044e-07
## 6 0.8092157 0.1874222 1.221443e-03 0.0005316711 1.607844e-03 1.075310e-06
## Dim.7
## 1 2.847209e-08
## 2 3.283096e-08
## 3 2.286290e-08
## 4 3.548095e-08
## 5 3.786373e-08
## 6 3.823567e-08
# Contributions of individuals
head(ind$contrib)
## Dim.1 Dim.2 Dim.3 Dim.4 Dim.5 Dim.6 Dim.7
## 1 1.999134 1.0411701 1.239414e-03 0.07248878 0.96826219 0.005382850 0.03218154
## 2 2.009852 0.9279088 7.548966e-03 0.43731444 0.55625241 0.008574729 0.03645721
## 3 1.838964 1.0368882 4.565054e-03 0.04056298 0.01473591 0.028946866 0.02414573
## 4 1.590865 0.7573384 1.158480e-02 0.01018941 0.36551304 0.031153368 0.03126337
## 5 1.592538 0.6761967 4.358853e-07 0.04791925 1.17617418 0.002805809 0.03273578
## 6 1.616062 0.6817328 2.454701e-02 0.04654136 0.48399407 0.026535933 0.03346592
fviz_pca_ind(pizza_pca, col.ind = "cos2",
gradient.cols = c("#00AFBB", "#E7B800", "#FC4E07"),
repel = TRUE # Avoid text overlapping (slow if many points)
)
fviz_pca_ind(pizza_pca,
geom.ind = "point", # show points only (nbut not "text")
col.ind = pizza$brand, # color by groups
palette = c("#00AFBB", "#E7B800", "#FC4E07"),
addEllipses = TRUE, # Concentration ellipses
legend.title = "Groups"
)
ind.p <- fviz_pca_ind(pizza_pca, geom = "point", col.ind = pizza$brand)
ggpubr::ggpar(ind.p,
title = "Principal Component Analysis",
subtitle = "Pizza dataset",
xlab = "PC1", ylab = "PC2",
legend.title = "Species", legend.position = "top",
ggtheme = theme_gray(), palette = "jco"
)
#######################Clustering Analysis############################
library(cluster)
library(readr)
library(factoextra)
library(magrittr)
##
## Attaching package: 'magrittr'
##
## The following object is masked from 'package:purrr':
##
## set_names
##
## The following object is masked from 'package:tidyr':
##
## extract
library(NbClust)
#Hierarchical Clustering Analysis
#Distance measure
pizza_dist <- get_dist(pizza[,-1], stand = TRUE, method = "euclidean")
pizza_dist
## 1 2 3 4 5 6
## 2 0.27299900
## 3 0.45600164 0.58626104
## 4 0.70994421 0.73053702 0.55825597
## 5 0.74939221 0.71745292 0.74264749 0.27996406
## 6 0.73576168 0.67933079 0.67821993 0.21727780 0.20975370
## 7 0.94091670 0.92084393 0.85435505 0.32133948 0.21704330 0.30433509
## 8 0.54091887 0.35951249 0.74097350 0.63478912 0.51337931 0.51879074
## 9 0.23663423 0.40619040 0.24920070 0.55680703 0.67607201 0.63245412
## 10 0.30748755 0.45405805 0.22961009 0.62556746 0.72879849 0.70909918
## 11 0.37364984 0.58596184 0.25343294 0.62454227 0.75012526 0.75139536
## 12 0.29952460 0.46229920 0.28430179 0.67493538 0.76499790 0.75776130
## 13 0.63404296 0.74863365 0.24741883 0.43910293 0.65493183 0.61117889
## 14 0.73632178 0.71900100 0.64063459 0.18011722 0.29109589 0.17050626
## 15 0.77863697 0.73811041 0.69934074 0.21441912 0.14477591 0.14321059
## 16 0.70087912 0.60253224 0.65658449 0.66850995 0.78786290 0.60934233
## 17 1.11815745 0.94088553 1.14494430 0.74768416 0.60711071 0.54012201
## 18 1.35448277 1.23386488 1.22594655 0.80876270 0.82748884 0.68508989
## 19 1.05649912 0.88421848 1.01466281 0.69122322 0.58852772 0.52301264
## 20 0.75582626 0.59955683 0.73894473 0.52524570 0.53945317 0.37306574
## 21 0.58225531 0.78532463 0.32698063 0.82391944 1.01732382 0.96515557
## 22 0.33102995 0.51796308 0.22474366 0.61371330 0.76581142 0.71588638
## 23 0.72454498 0.67067920 0.65706554 0.21277183 0.17850167 0.08898905
## 24 1.08135023 1.11248001 0.81367838 0.40382187 0.58763678 0.52482520
## 25 1.05103123 0.90236635 0.99105430 0.67863425 0.69966181 0.51852312
## 26 0.66044064 0.71885166 0.43535279 0.16784773 0.43446862 0.34706714
## 27 0.54579965 0.69307891 0.26240051 0.39845858 0.61511669 0.57219350
## 28 0.72144807 0.74888288 0.47732555 0.26655488 0.51880656 0.37967115
## 29 0.41653993 0.39048617 0.47065584 0.35436468 0.36166675 0.33476006
## 30 6.53639701 6.54285810 6.31974972 5.95589540 5.95546934 5.99221788
## 31 6.86955193 6.86136619 6.66933088 6.27737817 6.25966062 6.29883880
## 32 6.96138778 6.95067325 6.76378153 6.37119118 6.34987652 6.39068184
## 33 6.41571760 6.42792314 6.18442650 5.81444743 5.82207639 5.85651241
## 34 6.62005046 6.63145202 6.39523485 6.03268236 6.03661414 6.07380999
## 35 6.83970241 6.82780055 6.64452197 6.24820148 6.22687515 6.26593374
## 36 6.88161732 6.88188640 6.67113650 6.29585759 6.28687057 6.32617770
## 37 7.09477022 7.07921194 6.89847362 6.49675942 6.47129823 6.51204947
## 38 6.88432636 6.87310923 6.69039454 6.29621768 6.27388685 6.31451404
## 39 6.90708438 6.90376784 6.69561557 6.30902177 6.29825333 6.33606242
## 40 6.45259591 6.45846210 6.23100340 5.85465109 5.85474728 5.89038962
## 41 6.94630292 6.94076646 6.74309230 6.35685219 6.34152258 6.38110139
## 42 6.33522101 6.34475116 6.12636825 5.75120353 5.74922036 5.78707086
## 43 6.89864023 6.89091887 6.69783315 6.30741380 6.29001585 6.32944540
## 44 6.84411073 6.85485234 6.62599205 6.26432705 6.26304766 6.30410074
## 45 6.66400728 6.67171366 6.44661043 6.07949643 6.07794116 6.11659380
## 46 6.44115623 6.45438339 6.21243147 5.84776364 5.85431077 5.89065652
## 47 6.99566995 6.98689301 6.79721418 6.40698105 6.38681251 6.42808772
## 48 6.55377533 6.56895224 6.33537602 5.98442533 5.98771416 6.02790212
## 49 6.97564908 6.96260083 6.77909641 6.38159293 6.35938598 6.39875815
## 50 7.07768059 7.05872686 6.88712588 6.48508097 6.45696523 6.49700110
## 51 7.16789953 7.14925326 6.98101366 6.58039621 6.55056498 6.59205835
## 52 6.79986574 6.79899830 6.59093022 6.20979264 6.19903248 6.23864538
## 53 6.81358592 6.80442247 6.60634039 6.22217367 6.20853495 6.24485926
## 54 6.67367631 6.67555990 6.45230151 6.08315807 6.08159249 6.11684975
## 55 6.74252197 6.74191763 6.53278727 6.15579011 6.14728481 6.18515805
## 56 6.71450728 6.71773862 6.50204517 6.12731967 6.12110967 6.15995775
## 57 6.60221559 6.61052705 6.38209134 6.01751564 6.01881428 6.05556780
## 58 6.51313175 6.52431016 6.28988594 5.92805255 5.93271779 5.96871774
## 59 6.94227567 6.92201010 6.74013031 6.34430968 6.32301685 6.35772053
## 60 6.87932210 6.87845150 6.67639467 6.29895901 6.28443371 6.32732127
## 61 6.96540906 6.96292494 6.76278528 6.38347513 6.36753299 6.41058033
## 62 7.12548022 7.11281320 6.92649133 6.52751940 6.50513436 6.54530356
## 63 6.94488184 6.94291928 6.74211321 6.36371488 6.34779731 6.39133101
## 64 6.49532389 6.51208989 6.26449906 5.90294418 5.91063463 5.94892326
## 65 6.83100742 6.83682999 6.61954792 6.24716084 6.24002202 6.28169148
## 66 6.81390746 6.81408780 6.60775299 6.22856408 6.21597801 6.25798769
## 67 6.75072896 6.74772270 6.55215205 6.17613082 6.15998900 6.20245233
## 68 6.85620874 6.86065512 6.64464407 6.27323199 6.26437227 6.30716864
## 69 6.79451080 6.79630540 6.58802567 6.21319665 6.20147977 6.24418748
## 70 6.98678158 6.97997302 6.79108977 6.40877116 6.38729354 6.43170955
## 71 6.91819347 6.90585335 6.71735880 6.33749909 6.31544678 6.35812578
## 72 6.90922412 6.90663604 6.70537578 6.32428473 6.30829178 6.35146008
## 73 7.30559798 7.28351684 7.11552108 6.69843699 6.66826192 6.70650469
## 74 6.46358275 6.48381554 6.23714370 5.89371563 5.90275278 5.94279827
## 75 6.83710475 6.83517853 6.63743631 6.26403084 6.24694138 6.29173614
## 76 6.93195484 6.92846632 6.73433187 6.35769117 6.33955384 6.38356348
## 77 6.96601957 6.96742840 6.76059168 6.38755754 6.37494973 6.41823178
## 78 6.75314877 6.75450219 6.53607955 6.15034232 6.14339707 6.18161437
## 79 6.95475606 6.94537031 6.76075157 6.37055968 6.34741559 6.39069601
## 80 6.64736775 6.65021720 6.43647444 6.06209112 6.05418748 6.09444789
## 81 6.81771243 6.80788324 6.61796052 6.24665704 6.22742959 6.26936071
## 82 7.02577014 7.01681501 6.83356863 6.44810783 6.42509263 6.46858006
## 83 6.71192681 6.72306242 6.49764771 6.14428145 6.14212161 6.18455115
## 84 6.78979844 6.80558285 6.56828635 6.21756776 6.21999374 6.26230514
## 85 6.89134270 6.88931679 6.68982496 6.31455509 6.29886166 6.34217541
## 86 6.69259860 6.70343424 6.48720943 6.13705354 6.12974219 6.17614031
## 87 7.14551776 7.12937330 6.95909381 6.56393791 6.53363243 6.57795831
## 88 6.83069235 6.83019361 6.62370904 6.24603263 6.23447274 6.27516321
## 89 7.02362337 7.01391955 6.80659878 6.39688826 6.38641521 6.41792095
## 90 6.93087260 6.91754308 6.71132942 6.28949277 6.27874296 6.30716730
## 91 6.98916120 6.97491773 6.77806750 6.35996031 6.34331323 6.37639333
## 92 8.10540930 8.04590974 7.95793488 7.49283646 7.42645053 7.46400105
## 93 7.05917623 7.04212442 6.85246141 6.43627824 6.41711417 6.45028462
## 94 8.17358050 8.11463978 8.02204154 7.55795763 7.49386128 7.53022556
## 95 7.23380757 7.21365469 7.03161721 6.61024850 6.58652490 6.62100993
## 96 6.95667668 6.93286635 6.74594972 6.30506321 6.28607894 6.31211905
## 97 6.98022020 6.96009040 6.77363845 6.34841013 6.32910680 6.35917033
## 98 6.99230286 6.97235789 6.78393921 6.35696284 6.33845618 6.36791738
## 99 7.11936014 7.08305024 6.93010552 6.48616815 6.45089806 6.48148317
## 100 7.18433224 7.16180196 6.98101733 6.55802632 6.53376666 6.56726764
## 101 6.62593408 6.62248184 6.39877082 5.99582037 5.99511031 6.02320156
## 102 6.62399375 6.62827635 6.39396858 6.00154509 6.00554394 6.03556370
## 103 6.58881236 6.57609171 6.35809592 5.94081666 5.94013100 5.96068396
## 104 7.19949451 7.17074760 7.00318607 6.56438475 6.53556381 6.56633864
## 105 7.26911923 7.23674335 7.07861897 6.64372773 6.61183898 6.64270204
## 106 6.58881236 6.57609171 6.35809592 5.94081666 5.94013100 5.96068396
## 107 6.96599015 6.94582281 6.76907892 6.34814823 6.32387235 6.35794843
## 108 7.04468760 7.02043997 6.84297048 6.41156555 6.38811268 6.41812438
## 109 6.66783674 6.65681353 6.44600987 6.04025289 6.03295387 6.06167883
## 110 6.74866519 6.73662151 6.53208616 6.11613833 6.10727810 6.13459307
## 111 6.59750630 6.59689558 6.36626668 5.96367684 5.96924362 5.99308198
## 112 6.58223173 6.58073780 6.35200081 5.95769557 5.96141905 5.98751851
## 113 6.64827787 6.63992198 6.41921489 6.01634993 6.01546946 6.04068570
## 114 7.65341698 7.60354436 7.48816941 7.03988443 6.98983559 7.02162838
## 115 7.11936014 7.08305024 6.93010552 6.48616815 6.45089806 6.48148317
## 116 7.13237101 7.11101531 6.93173022 6.51286881 6.48978133 6.52266554
## 117 7.40384303 7.37494728 7.21050607 6.77727611 6.74371299 6.77980323
## 118 6.67920697 6.67712288 6.45081487 6.04392817 6.04231245 6.07220130
## 119 6.99050998 6.97312282 6.78552102 6.36305372 6.34439135 6.37562517
## 120 7.90449433 7.85922146 7.74134493 7.29707409 7.24036737 7.28311729
## 121 6.96420579 6.94977966 6.74997738 6.33104924 6.31580915 6.34776821
## 122 6.99959617 6.98830739 6.78388751 6.36561309 6.35231120 6.38465676
## 123 8.23281204 8.17633445 8.07428738 7.60789675 7.54724126 7.58267342
## 124 6.93742206 6.91660747 6.71297823 6.30260918 6.29160454 6.31747480
## 125 7.00470225 6.99525970 6.79296823 6.38937033 6.37719281 6.41036073
## 126 7.08898877 7.07665647 6.88183259 6.46937456 6.45080171 6.48717058
## 127 8.23371073 8.17956292 8.07790017 7.61789159 7.55586400 7.59475796
## 128 6.75429375 6.75293734 6.52610893 6.13051805 6.13025886 6.16030229
## 129 7.10255643 7.08470166 6.89432849 6.46611011 6.44396479 6.47887699
## 130 7.20972513 7.19093815 7.00857597 6.58144341 6.55810700 6.59218801
## 131 7.32870035 7.30171180 7.13463762 6.69879754 6.66685269 6.70230175
## 132 7.22492114 7.20305580 7.02693452 6.59953574 6.57264161 6.60788118
## 133 7.19244150 7.17186364 6.98618316 6.55653095 6.53510393 6.56657353
## 134 7.02158277 7.00441252 6.81049473 6.39146882 6.37548159 6.40558427
## 135 6.99627969 6.98623740 6.78574624 6.37519765 6.36094766 6.39500656
## 136 7.16018527 7.13732664 6.95781058 6.53163739 6.50764015 6.54001461
## 137 7.11485065 7.09312463 6.91381349 6.48725276 6.46345408 6.49606922
## 138 6.74846140 6.74509311 6.51738122 6.10966521 6.11044055 6.13710600
## 139 6.85370234 6.83879006 6.64332019 6.21919595 6.20281123 6.23430680
## 140 7.12070593 7.09750528 6.92400199 6.49646116 6.47015434 6.50349671
## 141 6.84270348 6.81936135 6.62611362 6.20833024 6.19388557 6.21930292
## 142 7.02445223 7.00702367 6.81556029 6.39196032 6.37447238 6.40506657
## 143 6.93396016 6.92886754 6.70843030 6.29211787 6.28882527 6.31651332
## 144 7.07403798 7.04802335 6.86378315 6.44275244 6.42240850 6.45077391
## 145 7.32299436 7.29607716 7.13030213 6.69603397 6.66474174 6.69937034
## 146 6.87913133 6.87501574 6.65404912 6.25006711 6.24765737 6.27643255
## 147 7.59417217 7.55075883 7.41536951 6.97477957 6.93073355 6.96429486
## 148 7.20339868 7.17823295 7.00410983 6.57541667 6.54840309 6.58158249
## 149 7.11485065 7.09312463 6.91381349 6.48725276 6.46345408 6.49606922
## 150 6.55606115 6.48574373 6.38135136 5.89160886 5.84052559 5.85489341
## 151 6.39796890 6.33429810 6.21965774 5.73683516 5.68623399 5.70687036
## 152 6.90147831 6.83361382 6.72024441 6.23089260 6.18099350 6.19727495
## 153 6.85178117 6.78694788 6.66759153 6.18197195 6.13595242 6.15123054
## 154 6.83604863 6.77726144 6.64422168 6.16411407 6.12285299 6.13958353
## 155 7.03077123 6.96269253 6.84958452 6.36072757 6.31079979 6.32704070
## 156 6.53817206 6.47689662 6.35186210 5.86693297 5.82280818 5.83908902
## 157 6.62638681 6.56490231 6.44412047 5.95466161 5.90786752 5.92548798
## 158 6.52173996 6.45951145 6.33572919 5.84936339 5.80441333 5.82064189
## 159 6.85074673 6.78242975 6.66838419 6.17750831 6.13189466 6.14282446
## 160 6.53282189 6.46974424 6.36358822 5.87062981 5.80901211 5.83920546
## 161 6.81627517 6.74400955 6.65060176 6.15786979 6.09833047 6.11867206
## 162 6.68430030 6.61770352 6.50237032 6.01200208 5.96467265 5.97887901
## 163 6.58275974 6.51347772 6.40780830 5.91656623 5.86210189 5.88095692
## 164 6.56123166 6.49669743 6.37721434 5.89404073 5.84627273 5.86415233
## 165 6.76847725 6.69832242 6.59654212 6.10345761 6.04980049 6.06616124
## 166 6.01739823 5.96118341 5.82496879 5.34737267 5.30921230 5.32488125
## 167 6.61745273 6.54402366 6.44260589 5.94933304 5.89865712 5.90964472
## 168 6.49468773 6.43477475 6.30682758 5.82472206 5.78177271 5.79849612
## 169 6.49446498 6.42806669 6.31814022 5.83266325 5.78209747 5.79982050
## 170 6.69419841 6.62332524 6.51975111 6.02464629 5.97215363 5.98678186
## 171 6.63553990 6.57439924 6.44863267 5.96575326 5.92183479 5.93843413
## 172 6.63228047 6.56790209 6.44903807 5.96312443 5.91680443 5.93251779
## 173 6.78780973 6.71844682 6.61174929 6.12001362 6.06889388 6.08399599
## 174 6.77860770 6.72270377 6.58545871 6.10908683 6.07100991 6.08705556
## 175 6.55302564 6.49337206 6.35949788 5.87757163 5.83921661 5.85201370
## 176 6.17392859 6.11215046 5.98640159 5.50550187 5.46164456 5.47816756
## 177 6.41471647 6.34796744 6.23772459 5.75039536 5.69899777 5.71728733
## 178 6.09504143 6.03903162 5.91154184 5.42887260 5.38201115 5.40516996
## 179 6.49939331 6.43413485 6.32300883 5.83725800 5.78493265 5.80551078
## 180 6.90147831 6.83361382 6.72024441 6.23089260 6.18099350 6.19727495
## 181 6.85178117 6.78694788 6.66759153 6.18197195 6.13595242 6.15123054
## 182 4.58991636 4.49899668 4.42544687 3.91934077 3.87905476 3.85662545
## 183 5.38670306 5.29999456 5.22392572 4.71229902 4.66062906 4.65427822
## 184 4.55262272 4.47722635 4.35298606 3.86360202 3.84454498 3.82066570
## 185 4.82518271 4.73805488 4.64900313 4.14707077 4.10847006 4.09078240
## 186 4.94352248 4.85011798 4.76965464 4.26947301 4.22943228 4.20844362
## 187 4.70442196 4.61929991 4.52901114 4.02721702 3.99386157 3.97127595
## 188 4.73742794 4.65151555 4.55333613 4.05942813 4.03342955 4.00455168
## 189 5.14602460 5.09149047 4.92623399 4.44558591 4.43888085 4.42265920
## 190 5.76485455 5.68473181 5.58212406 5.08069186 5.04086371 5.03216125
## 191 5.17089893 5.05773311 5.03197344 4.52066516 4.45369286 4.43904846
## 192 4.82968157 4.75235560 4.64298385 4.14440357 4.11328006 4.09731481
## 193 4.73169494 4.65643670 4.54228390 4.04493213 4.01776901 3.99974161
## 194 4.84375041 4.74084796 4.69693999 4.18583348 4.13127153 4.11128997
## 195 4.69453938 4.60563787 4.52155595 4.01977535 3.98424403 3.96076826
## 196 5.88947514 5.79469212 5.73982216 5.22358418 5.16151631 5.15778380
## 197 6.01170248 5.91304324 5.86462203 5.34867743 5.28034162 5.28053888
## 198 5.73807423 5.65516533 5.56391305 5.05797654 5.01101232 5.00573423
## 199 4.72227965 4.64505830 4.52789284 4.03431988 4.00694335 3.98941589
## 200 4.73431548 4.63674531 4.56911863 4.06801739 4.02888421 4.00077956
## 201 5.23674963 5.12810058 5.11035505 4.58994072 4.52032745 4.50800474
## 202 4.82349727 4.74198712 4.63854176 4.14028641 4.10881565 4.08990723
## 203 4.63096090 4.54445709 4.45354397 3.95403470 3.92253090 3.89752511
## 204 4.65240529 4.57035506 4.47008491 3.97159957 3.94313134 3.91955403
## 205 4.81652052 4.71523961 4.66483158 4.15573565 4.10445119 4.08339628
## 206 4.85255124 4.75117434 4.69823902 4.19053033 4.13958696 4.11891447
## 207 5.60673444 5.51337595 5.44847528 4.93716778 4.88229993 4.87366240
## 208 5.14849650 5.05405313 4.98098164 4.47715825 4.43193646 4.41400372
## 209 4.96293244 4.86748030 4.80245504 4.29548519 4.24840949 4.22938667
## 210 4.88591742 4.79148730 4.72193413 4.21730965 4.17431568 4.15238039
## 211 5.32307366 5.26399364 5.11493107 4.62601548 4.60869216 4.59733080
## 212 5.24710369 5.18091931 5.04999097 4.55478589 4.53087988 4.51833198
## 213 5.93058357 5.86126279 5.79124186 5.30877876 5.20271378 5.26933877
## 214 6.48287473 6.40450998 6.36664418 5.88627075 5.76170540 5.83796625
## 215 6.08122144 6.01571194 5.93560075 5.44887477 5.34847942 5.41275295
## 216 6.08312684 6.00281486 5.95817712 5.46451090 5.34944374 5.41401730
## 217 5.80481356 5.75018296 5.64659011 5.15737555 5.07047776 5.12989200
## 218 6.29159479 6.23895670 6.16075885 5.65800447 5.55511404 5.62642187
## 219 6.71819741 6.63382948 6.61056997 6.12122447 5.99282220 6.06624343
## 220 6.22076203 6.14308930 6.10251178 5.62166601 5.49880509 5.57388181
## 221 6.91471147 6.85001747 6.77185618 6.29500125 6.18857554 6.26109851
## 222 6.49507682 6.39839336 6.39471275 5.89173661 5.76304441 5.82441895
## 223 6.81286728 6.71714220 6.70963712 6.20721328 6.07963881 6.14157048
## 224 6.27011774 6.20770360 6.12493737 5.63534116 5.53561781 5.60112619
## 225 5.69863971 5.61834850 5.57273866 5.08624813 4.97093820 5.03624310
## 226 5.90269751 5.83341743 5.76985444 5.28022175 5.17055462 5.23927130
## 227 6.08997571 6.03387221 5.93903136 5.45677979 5.35966171 5.42899109
## 228 6.34220262 6.29137356 6.17546545 5.69626168 5.61120302 5.67477652
## 229 6.18132247 6.10755736 6.04206165 5.54443953 5.44206097 5.50003758
## 230 6.45194752 6.34041644 6.35214004 5.85949308 5.72910713 5.78237660
## 231 5.89510434 5.83112880 5.75286665 5.27345379 5.16806345 5.23915052
## 232 6.12476769 6.04793572 5.99122946 5.51342349 5.40081261 5.46867491
## 233 6.81472235 6.71928882 6.68617903 6.20608611 6.09044044 6.14710876
## 234 6.71289758 6.66680875 6.58334341 6.08560401 5.98051040 6.05956572
## 235 6.85624206 6.78544234 6.71178049 6.22049962 6.11950900 6.18024665
## 236 6.71179563 6.64733008 6.57654357 6.09453656 5.98434486 6.05890081
## 237 5.45032350 5.38628452 5.29159856 4.80943629 4.71870414 4.77641218
## 238 6.72637548 6.64811446 6.60268840 6.10759919 5.99204901 6.05856090
## 239 6.32629020 6.26824925 6.17038573 5.69011700 5.59667404 5.66157147
## 240 4.90377067 4.79426190 4.75415553 4.27904804 4.18166459 4.21122314
## 241 4.82403109 4.72429212 4.66219163 4.19299657 4.10225915 4.13512286
## 242 5.46348406 5.36184106 5.33175543 4.83610820 4.72712083 4.77041633
## 243 5.79718551 5.69838353 5.65756635 5.17058504 5.06336734 5.11015697
## 244 5.35398688 5.25142373 5.22577776 4.72701077 4.61625483 4.65977153
## 245 5.08834531 4.97647820 4.94612527 4.46868386 4.36527804 4.39832533
## 246 5.56419619 5.46602713 5.42407843 4.93143829 4.82718646 4.87028380
## 247 5.55543415 5.45484314 5.42164600 4.92561870 4.81835700 4.86099071
## 248 6.58047376 6.50881249 6.45571539 5.97334089 5.85557374 5.93083000
## 249 5.38123322 5.27967077 5.25263351 4.75634298 4.64499006 4.69015373
## 250 5.46148103 5.36515846 5.31487093 4.82471755 4.72493818 4.76598885
## 251 5.44669555 5.34812184 5.30313945 4.80915233 4.70882351 4.74767393
## 252 5.70729411 5.60427309 5.57881580 5.08323688 4.97109768 5.01665672
## 253 5.15978364 5.01276753 5.06968684 4.59402117 4.46157867 4.48916123
## 254 5.08603104 4.93502278 5.00579066 4.52531044 4.38841288 4.41521398
## 255 5.18882932 5.03759093 5.11098960 4.63065771 4.49257187 4.52006188
## 256 5.46162419 5.35938991 5.33074682 4.83564599 4.72568067 4.76955697
## 257 5.55737675 5.45437985 5.42623708 4.92994418 4.82057780 4.86333897
## 258 5.58964680 5.48763814 5.45814729 4.96200514 4.85300059 4.89607580
## 259 5.49644961 5.39448954 5.36220705 4.86334935 4.75798400 4.79724959
## 260 5.49668659 5.39654272 5.36437736 4.87049865 4.76089358 4.80640037
## 261 5.58409134 5.48307466 5.45490793 4.95854713 4.84742237 4.89310464
## 262 5.81172584 5.70750872 5.67649269 5.18932656 5.07984336 5.12397765
## 263 4.79860098 4.68642463 4.65069075 4.17572079 4.07741354 4.10554879
## 264 5.80523008 5.69530495 5.68890485 5.18880526 5.07033921 5.11457406
## 265 5.29546971 5.15269718 5.19276307 4.72483481 4.59908340 4.62602714
## 266 5.79499432 5.69942049 5.64462405 5.16291869 5.06260857 5.10688624
## 267 5.09999618 5.00403207 4.92092252 4.46759621 4.38585914 4.41751728
## 268 4.90074235 4.79660836 4.73191853 4.27423024 4.18746584 4.21539674
## 269 4.99528976 4.89433645 4.82507132 4.35818724 4.27465873 4.30076153
## 270 5.01513777 4.91111777 4.84865723 4.38001717 4.29354939 4.31983161
## 271 6.45194752 6.34041644 6.35214004 5.85949308 5.72910713 5.78237660
## 272 7.62468852 7.54378236 7.45709985 6.95147829 6.89336823 6.90374139
## 273 7.67625205 7.60265979 7.49761816 6.99696871 6.94661123 6.95655978
## 274 7.64923881 7.57460515 7.47439676 6.97265324 6.91874095 6.93112292
## 275 7.59639715 7.52488256 7.41745088 6.91575555 6.86420273 6.87690073
## 276 7.46213760 7.39263631 7.28195801 6.78265820 6.73336904 6.74569790
## 277 7.89011755 7.81082250 7.72600413 7.21820127 7.15520423 7.17140486
## 278 8.04725342 7.96862591 7.87737936 7.37273927 7.31845303 7.32681127
## 279 7.83204225 7.75527085 7.65603921 7.15262719 7.10048324 7.10903297
## 280 7.74741374 7.66700309 7.57761607 7.07477085 7.01867085 7.02811291
## 281 7.26594760 7.19020700 7.09198417 6.58765772 6.53389061 6.54446621
## 282 7.61668515 7.54047228 7.44008089 6.93799701 6.88523573 6.89531190
## 283 7.47631772 7.40251887 7.29966388 6.79849116 6.74324208 6.75819048
## 284 7.70122783 7.61974775 7.53565377 7.02824090 6.96734734 6.97976112
## 285 7.61179509 7.53608782 7.43991262 6.93429884 6.87874649 6.89082825
## 286 7.76204695 7.68038936 7.59574565 7.08889259 7.02947413 7.04032047
## 287 7.72359163 7.64981948 7.54545187 7.04309429 6.99393122 7.00188271
## 288 7.68799447 7.60981821 7.51991583 7.01460063 6.95830326 6.96881200
## 289 7.75850481 7.68173613 7.58637092 7.08264798 7.02718124 7.03886661
## 290 7.72889308 7.65135776 7.56079882 7.05556660 6.99637221 7.01074679
## 291 7.54764804 7.47299794 7.37529605 6.87325353 6.81626929 6.83166539
## 292 7.59618554 7.51728213 7.42595590 6.92095527 6.86105615 6.87557313
## 293 7.61864990 7.54371598 7.44154824 6.93952926 6.88574487 6.89808134
## 294 7.67421480 7.59864137 7.49885716 6.99643254 6.94240533 6.95414969
## 295 7.63174611 7.55912528 7.45487263 6.95285263 6.89943523 6.91304304
## 296 8.12960626 8.04668465 7.96360760 7.45654736 7.39788769 7.40687095
## 297 7.63169798 7.55572182 7.45969141 6.95465625 6.89939309 6.91109464
## 298 7.68426514 7.61004781 7.50662149 7.00595516 6.95365527 6.96521421
## 299 7.62174796 7.54494172 7.44955759 6.94695438 6.88957854 6.90366730
## 300 7.73944653 7.66107519 7.56860232 7.06385658 7.00927030 7.01826373
## 7 8 9 10 11 12
## 2
## 3
## 4
## 5
## 6
## 7
## 8 0.71334673
## 9 0.83501052 0.59505137
## 10 0.87798473 0.63563821 0.21836785
## 11 0.88212841 0.74403396 0.24641822 0.18961036
## 12 0.91991385 0.63781839 0.23746783 0.10839640 0.19369501
## 13 0.71191302 0.80238459 0.42214996 0.39510831 0.36012456 0.44200413
## 14 0.35311237 0.58687506 0.59965322 0.70548306 0.71874790 0.74249493
## 15 0.20352241 0.55613931 0.67536887 0.71659204 0.75097497 0.76467793
## 16 0.90444355 0.67285078 0.60552452 0.74087601 0.82882793 0.77804387
## 17 0.63779716 0.67162004 1.08189267 1.14273514 1.23397049 1.18336123
## 18 0.75271231 1.04685260 1.23511791 1.31811831 1.37861238 1.37200663
## 19 0.61433773 0.63147087 1.00285871 1.00957546 1.12001963 1.05468281
## 20 0.64947170 0.46747220 0.68268698 0.77159312 0.87237336 0.80987478
## 21 1.12498923 0.99566648 0.42284680 0.43369353 0.35324621 0.42784829
## 22 0.90721275 0.70787246 0.13250822 0.27022850 0.23856693 0.26789605
## 23 0.28194376 0.50212465 0.62403198 0.67437931 0.72196504 0.72410205
## 24 0.45300289 1.01423811 0.89715567 0.94040984 0.91654221 1.00054184
## 25 0.72912393 0.76215011 0.96142653 1.05975710 1.14526114 1.11007465
## 26 0.48178409 0.70388109 0.47197691 0.54813453 0.53365528 0.60605685
## 27 0.69650668 0.76980339 0.32754856 0.39619439 0.31605735 0.43679716
## 28 0.55674766 0.72442457 0.52120730 0.62357602 0.62638653 0.66875642
## 29 0.54795462 0.36217828 0.36087081 0.41821150 0.49102810 0.46444587
## 30 5.78957925 6.27266157 6.37713594 6.42367465 6.36090472 6.41057827
## 31 6.09215841 6.57615392 6.71798140 6.76653401 6.71114259 6.75650200
## 32 6.18315356 6.66248041 6.81179474 6.85835084 6.80469730 6.84784970
## 33 5.64760538 6.16352600 6.24975861 6.29473678 6.22891352 6.28735576
## 34 5.86702302 6.36474221 6.45749838 6.50159272 6.43612400 6.49030055
## 35 6.06044008 6.53976681 6.69027891 6.74013440 6.68673580 6.73010873
## 36 6.11973337 6.60399437 6.72592831 6.77113101 6.71156363 6.75920183
## 37 6.30235542 6.78690281 6.94633599 6.99189875 6.94119944 6.98367366
## 38 6.10838787 6.58467370 6.73577897 6.78461548 6.73082293 6.77365136
## 39 6.12739583 6.62333492 6.75084266 6.79671755 6.73909916 6.78809697
## 40 5.68274604 6.18769833 6.29095634 6.33740079 6.27485427 6.32892507
## 41 6.17430631 6.65752706 6.79365192 6.84085375 6.78412171 6.82997338
## 42 5.58284190 6.07565632 6.17722722 6.23076548 6.16417657 6.21874869
## 43 6.12267507 6.60595545 6.74695814 6.79494319 6.73935775 6.78462621
## 44 6.09599621 6.58489353 6.68509908 6.72808269 6.66264918 6.71465545
## 45 5.91014950 6.40075478 6.50472158 6.54993796 6.48619415 6.53778140
## 46 5.68237186 6.18978949 6.27663164 6.32073557 6.25433460 6.31118425
## 47 6.22026560 6.69989048 6.84561825 6.89206074 6.83726051 6.88107340
## 48 5.82394872 6.30435964 6.39391927 6.43849473 6.37135874 6.42278821
## 49 6.19188736 6.67330837 6.82618105 6.87432387 6.82184123 6.86494686
## 50 6.29081615 6.76451072 6.93152415 6.97913389 6.93025189 6.96966037
## 51 6.38622135 6.85438346 7.02335287 7.07140792 7.02201190 7.06057748
## 52 6.03070937 6.51969777 6.64467136 6.69057496 6.63144785 6.67981718
## 53 6.04103003 6.52097423 6.65963292 6.70549734 6.65197040 6.69529132
## 54 5.91228083 6.40228246 6.51334470 6.55680258 6.49753310 6.54627775
## 55 5.98029315 6.46432787 6.58663382 6.63365909 6.57451706 6.62205974
## 56 5.95324939 6.44258657 6.55736375 6.60369088 6.54222526 6.59218442
## 57 5.85096542 6.34157524 6.44146795 6.48728408 6.42338550 6.47525032
## 58 5.76436648 6.25841452 6.35068892 6.39686279 6.33133883 6.38503249
## 59 6.15477286 6.63085269 6.79151167 6.83667909 6.79016208 6.82867916
## 60 6.11940826 6.59730295 6.72729192 6.77219360 6.71293304 6.75889370
## 61 6.20204885 6.68023850 6.81382683 6.85799894 6.79978664 6.84509698
## 62 6.33582715 6.82304172 6.97543827 7.02170037 6.96910805 7.01329608
## 63 6.18243808 6.66040871 6.79335847 6.83701771 6.77857899 6.82392204
## 64 5.73815999 6.24920273 6.33025982 6.37247038 6.30406294 6.36271983
## 65 6.07266056 6.56185935 6.67469065 6.71953509 6.65636190 6.70709547
## 66 6.04905329 6.53417456 6.66024193 6.70524874 6.64540532 6.69323744
## 67 5.99764859 6.46562995 6.60043901 6.64668859 6.58871931 6.63203939
## 68 6.09714826 6.58400264 6.70067749 6.74298790 6.68113457 6.73032916
## 69 6.03562752 6.51752705 6.64085797 6.68513069 6.62450323 6.67207160
## 70 6.22392249 6.69311647 6.83866616 6.88285814 6.82712288 6.86908887
## 71 6.15120186 6.61649806 6.76955109 6.80847701 6.75785906 6.79567139
## 72 6.14168295 6.62371287 6.75724938 6.80071868 6.74270376 6.78862199
## 73 6.49772004 6.98730105 7.15907329 7.20931072 7.16144104 7.20404235
## 74 5.73772072 6.22412569 6.30069927 6.34250874 6.27239010 6.32707477
## 75 6.08442941 6.55253143 6.68725178 6.73026633 6.67207154 6.71519083
## 76 6.17708742 6.64479902 6.78261743 6.82740905 6.76969332 6.81261674
## 77 6.20999414 6.68797644 6.81311393 6.85684880 6.79639738 6.84300110
## 78 5.96998367 6.47759765 6.59434820 6.63911295 6.57893698 6.63181177
## 79 6.18258612 6.65678105 6.80691237 6.85307226 6.79844627 6.84099210
## 80 5.88695350 6.37398792 6.49129767 6.53646939 6.47540566 6.52448880
## 81 6.06651993 6.52168239 6.66897987 6.70966766 6.65752292 6.69437714
## 82 6.26252681 6.72875146 6.87870877 6.92523445 6.87032040 6.91144040
## 83 5.97930722 6.45356035 6.55497727 6.59722894 6.53192271 6.58083580
## 84 6.05447260 6.53981059 6.62976753 6.67041503 6.60254236 6.65523747
## 85 6.13516046 6.60725866 6.74031082 6.78437629 6.72605402 6.77019268
## 86 5.97124795 6.43174490 6.54003466 6.58176619 6.51647311 6.56243945
## 87 6.37065611 6.83490490 7.00179458 7.04743277 6.99683120 7.03495992
## 88 6.06794232 6.55071742 6.67656333 6.72201626 6.66270066 6.70982647
## 89 6.20666505 6.73205728 6.86424417 6.91319530 6.85911141 6.91305790
## 90 6.09437602 6.63549236 6.77040452 6.82003228 6.76842646 6.82485818
## 91 6.16339096 6.68844945 6.83285890 6.88148829 6.83000133 6.88234166
## 92 7.26044797 7.72537447 7.98019222 8.03561502 8.00906991 8.03746566
## 93 6.23999812 6.75331033 6.90486414 6.95414062 6.90422051 6.95313184
## 94 7.32655743 7.79511477 8.04659710 8.10140328 8.07476102 8.10387205
## 95 6.40960462 6.92142197 7.08186762 7.13097523 7.08260259 7.13033908
## 96 6.10006916 6.64515387 6.80022879 6.85266621 6.80707246 6.86188041
## 97 6.14967024 6.67123191 6.82541658 6.87728377 6.82902319 6.87934100
## 98 6.15767861 6.68414880 6.83673119 6.88846124 6.84017042 6.89164982
## 99 6.27363344 6.78221654 6.97343807 7.02614360 6.98746428 7.03020585
## 100 6.35608300 6.86863068 7.03231314 7.08038776 7.03391873 7.08072461
## 101 5.81332540 6.34864106 6.46131037 6.51087296 6.45373465 6.51186305
## 102 5.82523904 6.35938328 6.45775643 6.50698529 6.44501233 6.50560278
## 103 5.75352607 6.30103478 6.42271849 6.47395595 6.42316923 6.48122526
## 104 6.35642817 6.87499662 7.04974355 7.10273141 7.05915333 7.10661671
## 105 6.43688863 6.93809289 7.12203718 7.17578782 7.13428199 7.17683496
## 106 5.75352607 6.30103478 6.42271849 6.47395595 6.42316923 6.48122526
## 107 6.14965413 6.65397391 6.81538270 6.86802967 6.81916283 6.86586104
## 108 6.20899053 6.72851847 6.89213265 6.94496007 6.89892394 6.94777265
## 109 5.85300104 6.37650941 6.50664117 6.55422218 6.50210557 6.55448259
## 110 5.92651594 6.45616728 6.58838192 6.64147094 6.58861228 6.64346121
## 111 5.78625622 6.32851691 6.42971281 6.48341437 6.42417359 6.48581455
## 112 5.78144370 6.31006280 6.41589254 6.46614947 6.40810407 6.46546602
## 113 5.83362461 6.36440327 6.48335728 6.53191490 6.47849206 6.53354802
## 114 6.82230740 7.29246423 7.51844499 7.57556799 7.54376683 7.57545075
## 115 6.27363344 6.78221654 6.97343807 7.02614360 6.98746428 7.03020585
## 116 6.31479960 6.81905499 6.98067580 7.03153320 6.98386951 7.02976245
## 117 6.56690470 7.07522831 7.25694978 7.30490324 7.26177060 7.30593644
## 118 5.85815913 6.40318335 6.51447282 6.56236771 6.50441269 6.56498352
## 119 6.16628297 6.68535685 6.83590697 6.88899205 6.83860435 6.88957230
## 120 7.07294525 7.54387323 7.77290971 7.82089888 7.78677372 7.81844591
## 121 6.13436352 6.66411937 6.80669684 6.85458892 6.80357196 6.85669455
## 122 6.17015177 6.70474247 6.84106084 6.88959048 6.83636801 6.89187094
## 123 7.37605182 7.85903393 8.10274646 8.15644756 8.12852111 8.16134243
## 124 6.10979985 6.63108834 6.77695675 6.82025515 6.77543431 6.82311834
## 125 6.20165623 6.71243699 6.84750063 6.89723889 6.84269268 6.89365457
## 126 6.27391552 6.78921188 6.93461838 6.98249946 6.92952091 6.98030028
## 127 7.38739588 7.86113745 8.10505463 8.15745197 8.12796340 8.15906435
## 128 5.95003130 6.47934836 6.58979207 6.63702763 6.57884626 6.63593072
## 129 6.26169621 6.79438571 6.94841572 6.99517813 6.94590239 6.99862413
## 130 6.37968283 6.89995871 7.05743233 7.10918495 7.05930479 7.11009560
## 131 6.48884069 7.00383217 7.18080507 7.23061813 7.18595725 7.23264923
## 132 6.39553485 6.90899523 7.07469651 7.12497416 7.07721472 7.12513400
## 133 6.35401255 6.88162761 7.03825677 7.08888305 7.04075198 7.09226853
## 134 6.19593683 6.71775659 6.86495310 6.91534691 6.86562869 6.91660327
## 135 6.18347187 6.70220973 6.83963520 6.88945988 6.83501475 6.88765255
## 136 6.32951870 6.84465243 7.00802591 7.05815501 7.01151814 7.05927810
## 137 6.28571772 6.80108072 6.96283358 7.01430652 6.96665329 7.01513202
## 138 5.92538296 6.47246216 6.58220588 6.63150712 6.57438340 6.63531471
## 139 6.02147346 6.55308493 6.69707862 6.74807012 6.69668879 6.75079504
## 140 6.29401681 6.80379782 6.97050077 7.02291798 6.97585631 7.02286117
## 141 6.01340757 6.53194376 6.68461556 6.73253217 6.68818321 6.73546074
## 142 6.19428242 6.71980110 6.86855413 6.92002068 6.87006473 6.92212878
## 143 6.10323550 6.65383796 6.76977624 6.82127292 6.76424531 6.82615658
## 144 6.24331212 6.75623596 6.91930139 6.96643348 6.92325057 6.96848379
## 145 6.48805031 6.99869219 7.17518757 7.22679583 7.18179447 7.22789269
## 146 6.06633915 6.59977693 6.71542919 6.76543566 6.70822709 6.76600938
## 147 6.75912714 7.24266295 7.45427997 7.50487069 7.47040069 7.50524489
## 148 6.37079690 6.88327897 7.05291761 7.10270665 7.05743112 7.10383415
## 149 6.28571772 6.80108072 6.96283358 7.01430652 6.96665329 7.01513202
## 150 5.65721384 6.18099748 6.41983797 6.47470331 6.46030235 6.49837772
## 151 5.50262629 6.02762341 6.26034102 6.31114431 6.29261558 6.33120440
## 152 5.99422727 6.53005548 6.76371574 6.81376545 6.79847480 6.83950364
## 153 5.94936365 6.48488991 6.71162742 6.76369848 6.74606930 6.78789541
## 154 5.93427246 6.47744843 6.69235802 6.74241512 6.72122102 6.76574596
## 155 6.12429466 6.65875766 6.89299585 6.94322303 6.92786942 6.96863890
## 156 5.63513283 6.17653119 6.39673786 6.44854137 6.42893542 6.47268135
## 157 5.72014273 6.26414576 6.48677110 6.53937603 6.51944375 6.56439862
## 158 5.61632339 6.15915950 6.38083208 6.43187171 6.41313028 6.45692362
## 159 5.94487322 6.48323415 6.71131041 6.76601168 6.75082257 6.79350192
## 160 5.62397587 6.15903052 6.40139245 6.44660546 6.42775650 6.46877168
## 161 5.91725723 6.43336672 6.68496187 6.73786958 6.72396895 6.75974730
## 162 5.77745770 6.31685000 6.54540364 6.59795840 6.58181710 6.62445471
## 163 5.67721360 6.20692040 6.44786394 6.49783245 6.48337960 6.52224962
## 164 5.66023108 6.19249837 6.42173522 6.47097724 6.45372896 6.49373126
## 165 5.86617317 6.39274815 6.63377377 6.68835101 6.67343089 6.71265145
## 166 5.12134647 5.66355966 5.87228885 5.92427314 5.90205395 5.94630720
## 167 5.71445595 6.24147942 6.48157041 6.53704416 6.52511584 6.56374129
## 168 5.59435262 6.13430670 6.35237691 6.40389941 6.38340738 6.42687016
## 169 5.59901963 6.12210036 6.35733754 6.41075319 6.39367581 6.43189079
## 170 5.78672210 6.32010745 6.55894856 6.61242272 6.59876490 6.63937721
## 171 5.73464818 6.27326853 6.49383054 6.54534318 6.52550882 6.56851247
## 172 5.73045204 6.26581207 6.49237107 6.54469490 6.52687605 6.56860002
## 173 5.88397453 6.41456090 6.65142649 6.70519057 6.69017251 6.73035390
## 174 5.88330570 6.42415131 6.63316629 6.68571624 6.66213172 6.70712749
## 175 5.64972149 6.19700306 6.40817911 6.46014768 6.44004118 6.48562563
## 176 5.27490223 5.81066601 6.03218018 6.08229404 6.06374228 6.10490935
## 177 5.51475617 6.04225423 6.27796276 6.32954054 6.31310547 6.35206677
## 178 5.19518677 5.73623196 5.95474140 6.00435956 5.98134915 6.02527060
## 179 5.60116781 6.12702268 6.36290211 6.41376159 6.39616829 6.43484678
## 180 5.99422727 6.53005548 6.76371574 6.81376545 6.79847480 6.83950364
## 181 5.94936365 6.48488991 6.71162742 6.76369848 6.74606930 6.78789541
## 182 3.69697419 4.23659786 4.46176769 4.52455081 4.53366674 4.57676442
## 183 4.47450907 5.02833562 5.26222030 5.31499398 5.31999748 5.36682452
## 184 3.65188522 4.22292093 4.40878573 4.46373447 4.46504751 4.51591724
## 185 3.92149190 4.47362560 4.69364039 4.74822050 4.75568758 4.80065317
## 186 4.04516101 4.58337283 4.81322694 4.86883475 4.88016859 4.92059498
## 187 3.80803764 4.36021820 4.57126709 4.63230923 4.63795429 4.68497881
## 188 3.84703582 4.39938013 4.60137993 4.66065128 4.66859937 4.71585948
## 189 4.23778886 4.84588760 4.99301822 5.04358054 5.03066475 5.09644969
## 190 4.84950948 5.41738046 5.63164649 5.68069696 5.68213412 5.73292141
## 191 4.28107283 4.77731718 5.05922677 5.11390818 5.13689793 5.16455793
## 192 3.92161182 4.49437145 4.69338013 4.74573433 4.74753744 4.79965979
## 193 3.82579476 4.39965180 4.59284453 4.64804707 4.64813700 4.70094416
## 194 3.95538116 4.47183076 4.72569722 4.78715301 4.80357807 4.83972325
## 195 3.80002622 4.34388681 4.56259900 4.62383462 4.63182280 4.67571006
## 196 4.97981292 5.51642628 5.77189123 5.82505332 5.83392246 5.87603628
## 197 5.09939458 5.62967439 5.89727657 5.94480691 5.95681134 5.99535558
## 198 4.82133267 5.38503413 5.60962779 5.65736288 5.66058177 5.70992703
## 199 3.81396856 4.38638546 4.58274126 4.63268453 4.63522493 4.68567407
## 200 3.84923301 4.37627217 4.60701955 4.66914403 4.68344791 4.72274877
## 201 4.34982183 4.84897292 5.12784713 5.19208587 5.20933548 5.24170933
## 202 3.91920328 4.48091064 4.68710690 4.74232944 4.74613282 4.79448071
## 203 3.73716279 4.28555554 4.49674753 4.55810936 4.56500307 4.61040103
## 204 3.75560753 4.31191910 4.51542588 4.57657637 4.58025073 4.62817381
## 205 3.92721736 4.44725177 4.69605019 4.75714744 4.77275458 4.80965318
## 206 3.96149789 4.48304879 4.73156781 4.79042812 4.80657533 4.84331451
## 207 4.69894651 5.24026583 5.48516428 5.53796533 5.54729663 5.59029965
## 208 4.24836976 4.78768186 5.02228239 5.07637767 5.08836208 5.12999156
## 209 4.06699283 4.60292481 4.83928964 4.89664510 4.90913823 4.95082715
## 210 3.99252709 4.52984345 4.76023066 4.81876600 4.83096643 4.87332223
## 211 4.40932560 5.01274764 5.17628824 5.22580667 5.21506033 5.27906802
## 212 4.33497758 4.92548592 5.10483717 5.15784823 5.15092525 5.21060130
## 213 5.02147569 5.56900085 5.83918375 5.82040658 5.82426007 5.86668340
## 214 5.59018978 6.10268220 6.40543733 6.38042429 6.39002881 6.42299619
## 215 5.16379553 5.72282430 5.98440178 5.97109492 5.97050389 6.01655452
## 216 5.17242372 5.70090944 5.99665336 5.98506575 5.99346895 6.02930128
## 217 4.87956232 5.46646837 5.69895807 5.69277456 5.68428218 5.74029797
## 218 5.37030248 5.94707042 6.19649774 6.19700112 6.18303730 6.24038745
## 219 5.82311606 6.32860337 6.64332779 6.62454593 6.63619028 6.66727853
## 220 5.32638059 5.84261831 6.14198657 6.11774729 6.12721831 6.16094819
## 221 6.00704753 6.55289394 6.82237490 6.79958441 6.79899956 6.84199295
## 222 5.59492757 6.09141034 6.42046335 6.41436931 6.43205325 6.45938503
## 223 5.91055325 6.40824181 6.73671010 6.73036288 6.74677395 6.77427269
## 224 5.35010312 5.91398646 6.17226972 6.16174133 6.15776285 6.20625063
## 225 4.79501079 5.32162460 5.61415150 5.59640273 5.60768455 5.64275149
## 226 4.99001875 5.53618450 5.81230476 5.79851958 5.80021444 5.84252447
## 227 5.17293799 5.74266565 5.99040997 5.97504534 5.96816860 6.01871323
## 228 5.41942744 6.00485682 6.23396809 6.22094501 6.21022268 6.26564291
## 229 5.25856746 5.80977871 6.08492350 6.08072656 6.08316497 6.12604755
## 230 5.56604928 6.03493405 6.38126471 6.36909549 6.39974820 6.41653453
## 231 4.98588807 5.53709199 5.80207587 5.78152635 5.78155035 5.82525140
## 232 5.22377512 5.75165218 6.03847941 6.01451058 6.02429176 6.05987837
## 233 5.91761494 6.41879637 6.73172449 6.71043010 6.73207009 6.75758833
## 234 5.79651831 6.37324230 6.61915702 6.61573879 6.59700730 6.65620088
## 235 5.93526151 6.48777899 6.75900480 6.74968892 6.75044524 6.79439883
## 236 5.80410824 6.34934747 6.62214276 6.60219057 6.60070202 6.64434005
## 237 4.53039487 5.09959062 5.34709214 5.33355855 5.33403267 5.38121573
## 238 5.81484710 6.34514761 6.64028436 6.62945600 6.63516775 6.67299501
## 239 5.40896740 5.98037073 6.22518010 6.20904440 6.20418574 6.25507684
## 240 4.00681405 4.49881367 4.80764064 4.79570863 4.82979918 4.84562130
## 241 3.92271122 4.43299973 4.72277796 4.70611041 4.73504603 4.75619335
## 242 4.55188841 5.05404889 5.37135603 5.36919423 5.39152386 5.41349033
## 243 4.88695457 5.38907801 5.70313407 5.69416397 5.71535537 5.73671754
## 244 4.44191880 4.94065374 5.26226760 5.26317354 5.28510384 5.30593712
## 245 4.19273448 4.67618795 4.99578561 4.98388908 5.01843270 5.03204961
## 246 4.64933551 5.15831235 5.46787380 5.46472719 5.48466564 5.50817889
## 247 4.64216145 5.14777108 5.46207257 5.46057135 5.48194113 5.50512704
## 248 5.67971236 6.20921554 6.49731959 6.47531654 6.47950293 6.51808388
## 249 4.47061966 4.97095466 5.29064378 5.28814294 5.31044171 5.33197956
## 250 4.54516473 5.06016416 5.36216922 5.35830502 5.37775152 5.40261328
## 251 4.52976827 5.04207727 5.34768608 5.34770608 5.36774508 5.39190305
## 252 4.79731370 5.29266152 5.61683052 5.61419224 5.63660813 5.65668547
## 253 4.31470571 4.70700411 5.09546340 5.08649839 5.14474032 5.13468880
## 254 4.24503734 4.62595843 5.02486367 5.02120535 5.08051802 5.06794108
## 255 4.34984312 4.73021210 5.12947189 5.12492134 5.18467653 5.17259398
## 256 4.55098323 5.05073015 5.37008181 5.36734843 5.39011084 5.41123420
## 257 4.64581087 5.14444777 5.46506048 5.46415947 5.48668882 5.50745102
## 258 4.67781104 5.17946690 5.49754887 5.49585718 5.51805966 5.54008412
## 259 4.58152061 5.08686381 5.40144093 5.40413748 5.42555366 5.44845818
## 260 4.58550865 5.08858675 5.40487771 5.40051181 5.42217311 5.44446669
## 261 4.67272406 5.17386745 5.49325295 5.49068356 5.51217248 5.53427284
## 262 4.90573242 5.39892946 5.72049286 5.71159988 5.73690807 5.75553334
## 263 3.90386266 4.38975130 4.70308609 4.69196176 4.72788489 4.74141090
## 264 4.90086375 5.38214915 5.72045561 5.72085333 5.74713714 5.76387540
## 265 4.44842151 4.85305735 5.22737060 5.21180274 5.26948837 5.26249202
## 266 4.88317113 5.39493319 5.69661677 5.68501280 5.70539571 5.72923339
## 267 4.20383211 4.71701743 4.99323591 4.96807397 4.99672377 5.01816435
## 268 4.00935720 4.50907314 4.79870593 4.77661393 4.81082406 4.82807351
## 269 4.09335246 4.60620606 4.88972035 4.87504232 4.90473871 4.92646945
## 270 4.11376790 4.61906272 4.91087900 4.89751366 4.92846515 4.94748748
## 271 5.56604928 6.03493405 6.38126471 6.36909549 6.39974820 6.41653453
## 272 6.70766104 7.24332614 7.49496315 7.54764829 7.54104593 7.58218529
## 273 6.75748768 7.30624862 7.54091979 7.59290033 7.58179831 7.62743399
## 274 6.73070770 7.27511620 7.51581213 7.56709662 7.55637689 7.60041497
## 275 6.67388682 7.22862883 7.46156239 7.51112263 7.49905704 7.54632926
## 276 6.54361128 7.09586449 7.32552989 7.37740765 7.36338386 7.41039141
## 277 6.96931562 7.50715819 7.76279104 7.81247101 7.80448646 7.84631415
## 278 7.13242239 7.67040930 7.91534633 7.97139891 7.96242749 8.00569118
## 279 6.91164855 7.46003746 7.69866909 7.75036543 7.74171042 7.78716963
## 280 6.83329801 7.36600810 7.61610626 7.66982832 7.66251845 7.70291983
## 281 6.34529727 6.89369825 7.13331022 7.18459381 7.17546624 7.22045871
## 282 6.69645359 7.24341527 7.48310386 7.53353723 7.52462321 7.56906357
## 283 6.55397146 7.10246631 7.34326003 7.39031676 7.37997815 7.42424427
## 284 6.78147408 7.31844878 7.57324289 7.62389416 7.61791344 7.65917662
## 285 6.69045512 7.23845957 7.48020119 7.53152006 7.52182455 7.56718452
## 286 6.84377869 7.37986180 7.63331336 7.68538788 7.67931612 7.72061048
## 287 6.80457515 7.35612248 7.58827948 7.64195070 7.63097891 7.67810915
## 288 6.77250733 7.30997950 7.55702316 7.61202563 7.60291845 7.64556274
## 289 6.83978341 7.38225392 7.62651369 7.67836165 7.66897065 7.71251479
## 290 6.80992900 7.34911185 7.59899699 7.65000799 7.64086738 7.68322291
## 291 6.62886146 7.17067185 7.41567034 7.46539869 7.45459220 7.49745234
## 292 6.67344281 7.21592640 7.46680849 7.51384774 7.50689968 7.54907526
## 293 6.69633328 7.24588019 7.48532269 7.53374300 7.52410368 7.56914369
## 294 6.75386185 7.30020416 7.54112916 7.59136583 7.58173794 7.62608092
## 295 6.70994241 7.26095475 7.49790445 7.54733691 7.53574442 7.58172478
## 296 7.21259792 7.74704971 8.00083617 8.05441785 8.04884124 8.09016914
## 297 6.71139476 7.25771410 7.49985349 7.55164895 7.54200372 7.58684604
## 298 6.76477677 7.31183198 7.54983151 7.60027844 7.58964723 7.63432635
## 299 6.70222101 7.24310288 7.49033596 7.53954144 7.53049584 7.57272738
## 300 6.82251961 7.36319658 7.60762729 7.66181374 7.65335886 7.69677581
## 13 14 15 16 17 18
## 2
## 3
## 4
## 5
## 6
## 7
## 8
## 9
## 10
## 11
## 12
## 13
## 14 0.56066055
## 15 0.59584368 0.24876287
## 16 0.75946759 0.58628163 0.73362037
## 17 1.10755955 0.64921334 0.58150315 0.82873365
## 18 1.14276518 0.71591539 0.73996665 0.86443007 0.52676147
## 19 0.96471434 0.64558669 0.52020088 0.82312280 0.31015864 0.61755541
## 20 0.76312621 0.42023883 0.48317994 0.36913391 0.48459424 0.65358489
## 21 0.47305597 0.89589971 0.99170178 0.85313668 1.44521779 1.49747769
## 22 0.40713833 0.65854736 0.75830259 0.64318683 1.17924619 1.29293455
## 23 0.57933649 0.22183849 0.08344347 0.65562427 0.56124325 0.73063088
## 24 0.62124214 0.48736061 0.48947921 0.91661471 0.91397230 0.75731584
## 25 0.97840534 0.56212229 0.62466675 0.52743768 0.42402094 0.37901329
## 26 0.32450664 0.28613546 0.36867061 0.62396491 0.87358986 0.89016149
## 27 0.20231814 0.49963930 0.58492330 0.70312325 1.09675843 1.14179904
## 28 0.39585254 0.27613256 0.43972887 0.51334200 0.84792550 0.80709653
## 29 0.50307422 0.38467950 0.36892683 0.58602636 0.75750152 0.98580144
## 30 6.11256336 5.92089688 5.94267437 6.30262563 5.95922954 5.72869065
## 31 6.46216789 6.23714031 6.24944975 6.62382918 6.22778899 6.00835003
## 32 6.55680380 6.33090836 6.34021791 6.71849279 6.31384142 6.10077809
## 33 5.97065368 5.78655550 5.80485947 6.17788044 5.83626968 5.58592232
## 34 6.18440822 6.00252646 6.02211499 6.39054162 6.05102422 5.81324794
## 35 6.43876976 6.20561285 6.21749131 6.59042101 6.18640793 5.97057387
## 36 6.46287092 6.25998731 6.27520820 6.64633688 6.27596434 6.05235630
## 37 6.69023897 6.45647999 6.46085113 6.84618420 6.42319297 6.21029684
## 38 6.48477393 6.25406425 6.26533970 6.64021889 6.23632467 6.02457145
## 39 6.48536637 6.27331383 6.28510002 6.66212090 6.27672829 6.04714103
## 40 6.01956528 5.82251711 5.83971195 6.21185774 5.85510760 5.61429091
## 41 6.53557489 6.31800971 6.33102773 6.70469582 6.31621092 6.09632701
## 42 5.91939790 5.71440258 5.73978712 6.10232679 5.75805094 5.52547661
## 43 6.49059858 6.26756331 6.27977308 6.65427545 6.25951419 6.04056311
## 44 6.41616349 6.23329363 6.25133378 6.62400996 6.27771470 6.05123302
## 45 6.23730156 6.04661629 6.06541094 6.43445916 6.08451419 5.85415179
## 46 5.99986648 5.81952589 5.83857950 6.21053213 5.87282163 5.62925843
## 47 6.59004834 6.36723652 6.37737914 6.75560411 6.35523430 6.14193316
## 48 6.12807736 5.95130651 5.97642892 6.33849999 6.01341843 5.78725937
## 49 6.57233823 6.33996887 6.34931914 6.72597853 6.31620379 6.10045022
## 50 6.68177866 6.44122277 6.44765732 6.82530449 6.40091299 6.19250312
## 51 6.77673010 6.53565316 6.54285294 6.91970887 6.49588744 6.29238907
## 52 6.38192648 6.17380608 6.18757790 6.56307650 6.18536836 5.96139940
## 53 6.39945146 6.18270567 6.19534280 6.56289092 6.17491006 5.95143540
## 54 6.24285724 6.04951700 6.06589525 6.43161040 6.07383037 5.83911742
## 55 6.32528184 6.11852953 6.13543429 6.50270350 6.13369511 5.90791121
## 56 6.29322000 6.09231349 6.10929233 6.48021254 6.11681655 5.88932022
## 57 6.17317906 5.98450312 6.00523150 6.36901439 6.02598280 5.79146371
## 58 6.08055366 5.89615356 5.91855374 6.28076356 5.94620593 5.70772587
## 59 6.53412500 6.30178435 6.30867559 6.67788336 6.26278775 6.04283768
## 60 6.46901566 6.26215476 6.27555375 6.65236429 6.27348278 6.06065924
## 61 6.55507678 6.34664445 6.35841653 6.73721456 6.35272550 6.14067991
## 62 6.71789968 6.48791555 6.49442002 6.87737952 6.46269127 6.24586697
## 63 6.53426966 6.32731807 6.33880082 6.71869638 6.33480060 6.12369098
## 64 6.05055292 5.87736766 5.89520307 6.27288155 5.93831197 5.69580521
## 65 6.41005046 6.21377774 6.22954589 6.60610037 6.24303383 6.02009861
## 66 6.39904958 6.19293613 6.20605112 6.58474536 6.20663354 5.98878512
## 67 6.34728279 6.13668479 6.15205660 6.52243314 6.14508710 5.93667329
## 68 6.43475811 6.24066616 6.25368203 6.63415149 6.26598434 6.04697065
## 69 6.37971279 6.17803539 6.19191632 6.56967269 6.19695255 5.98112157
## 70 6.58511106 6.36963997 6.37974214 6.75911273 6.36401347 6.16057946
## 71 6.51087783 6.29946623 6.30451667 6.68500988 6.28163267 6.07900234
## 72 6.49670395 6.28838631 6.29868485 6.68098032 6.29357095 6.08052195
## 73 6.90811894 6.65444218 6.65797912 7.04135559 6.60008489 6.38317960
## 74 6.02804393 5.86622188 5.89001734 6.25409739 5.94191557 5.71138388
## 75 6.43137284 6.22681684 6.23917240 6.61656294 6.23657402 6.03234981
## 76 6.52888639 6.31893664 6.33208601 6.70688141 6.32391050 6.11864656
## 77 6.55280550 6.35210754 6.36583410 6.74260723 6.36943079 6.15605481
## 78 6.32326363 6.11817759 6.12925508 6.51276746 6.13309141 5.89808983
## 79 6.55447364 6.33023772 6.33964348 6.72001048 6.31643191 6.11005721
## 80 6.22766725 6.02741016 6.04297007 6.41714625 6.05090693 5.82773845
## 81 6.41415654 6.20694043 6.21742882 6.58685663 6.19985840 5.99856078
## 82 6.62895534 6.40662071 6.41815846 6.79313557 6.39545602 6.19218874
## 83 6.29057870 6.11212049 6.13200745 6.49928744 6.16099694 5.94347572
## 84 6.35859505 6.18913367 6.20839085 6.58013451 6.24851398 6.02407712
## 85 6.48333976 6.27718048 6.29027872 6.66577785 6.28634432 6.07723304
## 86 6.28256499 6.10342513 6.12309115 6.49191309 6.15158885 5.94829000
## 87 6.75461024 6.52081588 6.52704312 6.90826743 6.48776777 6.29060517
## 88 6.41570807 6.20960340 6.22397526 6.59805644 6.22282956 6.00330960
## 89 6.59254784 6.36181729 6.36851122 6.75147362 6.34189853 6.09103124
## 90 6.49542525 6.25559788 6.25813429 6.64645235 6.22280787 5.96216242
## 91 6.56406691 6.32393762 6.32642198 6.71666071 6.28938189 6.04469506
## 92 7.75990070 7.43512112 7.42058029 7.80884998 7.26798305 7.08228317
## 93 6.64076546 6.39739370 6.40130643 6.78544744 6.35724080 6.11829755
## 94 7.82308576 7.50111579 7.48661867 7.87416217 7.33578948 7.14552517
## 95 6.82010502 6.57055615 6.57171816 6.95998492 6.51946106 6.28534704
## 96 6.53143024 6.26788768 6.26511132 6.65606273 6.20254154 5.94188123
## 97 6.56186184 6.30857528 6.31189276 6.69457872 6.25888195 6.01236427
## 98 6.57134986 6.31801438 6.32047906 6.70485854 6.26784332 6.01819829
## 99 6.72200881 6.44029684 6.43551157 6.82204925 6.34320769 6.11220319
## 100 6.76930819 6.51847102 6.51777130 6.90673127 6.46128280 6.22623799
## 101 6.18352973 5.96357516 5.97442930 6.35194031 5.96449192 5.70040524
## 102 6.17848011 5.97141669 5.98610214 6.36219355 5.99413116 5.73071777
## 103 6.14266887 5.90726574 5.91438814 6.28744715 5.88229367 5.60292877
## 104 6.79277046 6.52152533 6.51972710 6.90718043 6.44421810 6.20520859
## 105 6.87155552 6.59696714 6.59748062 6.97566770 6.51326252 6.28251273
## 106 6.14266887 5.90726574 5.91438814 6.28744715 5.88229367 5.60292877
## 107 6.56018851 6.30526524 6.31083148 6.69152531 6.25709298 6.02550583
## 108 6.63210887 6.36991576 6.37150299 6.75492028 6.30765823 6.06411999
## 109 6.23235624 6.00542294 6.01253912 6.39057654 5.98682841 5.73215043
## 110 6.31926956 6.07878361 6.08811811 6.46338092 6.05448559 5.79511265
## 111 6.15156954 5.93090584 5.94712380 6.31404804 5.94075607 5.66381389
## 112 6.13831748 5.92458644 5.94005587 6.30658593 5.93500842 5.66813044
## 113 6.20488651 5.98270666 5.99261307 6.36435604 5.97273186 5.70652884
## 114 7.28901353 6.98317874 6.97998728 7.34990593 6.85108147 6.64436985
## 115 6.72200881 6.44029684 6.43551157 6.82204925 6.34320769 6.11220319
## 116 6.72233288 6.47070286 6.47510546 6.85445427 6.41960919 6.18562815
## 117 6.99964882 6.73582615 6.72987188 7.12661948 6.65716556 6.43277884
## 118 6.23319872 6.01452774 6.02155750 6.40982309 6.01520831 5.75078545
## 119 6.57427842 6.32274629 6.32866545 6.70966801 6.28081053 6.03613411
## 120 7.53785116 7.24699765 7.23386950 7.63358659 7.12107209 6.93437180
## 121 6.53508305 6.29611250 6.29751798 6.68884612 6.26086168 6.01225234
## 122 6.56818291 6.33185846 6.33428921 6.72688670 6.30390810 6.05265697
## 123 7.87228617 7.55432292 7.53793989 7.93143030 7.39319903 7.19405335
## 124 6.49907455 6.26749927 6.26748940 6.64643807 6.22174970 5.96647360
## 125 6.58158845 6.35179023 6.36168356 6.73843841 6.33538668 6.09325403
## 126 6.66886949 6.43286237 6.43644384 6.82712425 6.40380383 6.16839405
## 127 7.87644250 7.56410301 7.54883136 7.94387730 7.41063331 7.22042351
## 128 6.31088209 6.09929155 6.11023129 6.48821759 6.10632944 5.84713365
## 129 6.67853501 6.43159375 6.42713634 6.83051780 6.38198021 6.14058253
## 130 6.79644956 6.54185334 6.54374616 6.93381207 6.49206852 6.25353493
## 131 6.92320838 6.65770063 6.65300368 7.05006255 6.58321139 6.35420051
## 132 6.81558132 6.55904428 6.55884123 6.95052030 6.50129874 6.26939230
## 133 6.77282380 6.51827364 6.51799223 6.90867452 6.46338856 6.21768185
## 134 6.59798844 6.35321251 6.35755480 6.73921308 6.31262038 6.06419853
## 135 6.57292834 6.33861207 6.34563437 6.73017394 6.31739024 6.07471593
## 136 6.74643989 6.49121581 6.49166703 6.87845328 6.43275183 6.19467456
## 137 6.70276618 6.44632323 6.44823632 6.83412599 6.39090999 6.15276309
## 138 6.30021318 6.07948294 6.08800804 6.46952135 6.07748525 5.80593849
## 139 6.42924758 6.18270634 6.18553740 6.57549883 6.14553983 5.89595563
## 140 6.71424772 6.45380339 6.45623310 6.84065428 6.39465771 6.16096964
## 141 6.41430464 6.16950816 6.17177054 6.54673359 6.11660645 5.86303436
## 142 6.60275980 6.35361577 6.35718730 6.74192098 6.31037177 6.06195949
## 143 6.49128409 6.26076417 6.26797872 6.65343105 6.24993378 5.98000412
## 144 6.65244909 6.40293008 6.40238772 6.78261948 6.34011596 6.09597738
## 145 6.92021713 6.65322370 6.65139600 7.04228897 6.58054380 6.35123661
## 146 6.43909888 6.21706802 6.22781477 6.60506836 6.21428487 5.95205883
## 147 7.21094717 6.92500727 6.91810315 7.30092077 6.80969822 6.59744594
## 148 6.79315534 6.53425086 6.53302775 6.92187073 6.46873631 6.23464182
## 149 6.70276618 6.44632323 6.44823632 6.83412599 6.39090999 6.15276309
## 150 6.18046438 5.84218464 5.81559621 6.20050050 5.64253344 5.39953970
## 151 6.01505922 5.69053753 5.66321704 6.06211497 5.50994591 5.27460622
## 152 6.51548379 6.18707235 6.15450510 6.55234953 5.98963572 5.74478775
## 153 6.46269725 6.13703360 6.10949799 6.50089507 5.95068627 5.70086807
## 154 6.43618284 6.12238833 6.09574478 6.49240426 5.95302309 5.69893606
## 155 6.64490812 6.31651805 6.28444439 6.68081336 6.11859021 5.87389001
## 156 6.14566377 5.82360454 5.79643112 6.19281409 5.64722880 5.39567253
## 157 6.23801283 5.91164767 5.88279873 6.28354269 5.73145505 5.48264985
## 158 6.12947735 5.80676582 5.77765457 6.17631045 5.62675978 5.37567928
## 159 6.46574704 6.13152576 6.10384796 6.48779466 5.93446288 5.67806930
## 160 6.15579640 5.83035834 5.78976037 6.22176712 5.63983828 5.42327836
## 161 6.44970407 6.10812560 6.07715146 6.47331339 5.89954849 5.67323346
## 162 6.29826095 5.96758351 5.93770492 6.33102931 5.77448774 5.52367479
## 163 6.20414222 5.87137880 5.83767961 6.24005155 5.67036016 5.43482452
## 164 6.17160486 5.84999632 5.82033854 6.21866204 5.66575487 5.42260944
## 165 6.39501259 6.05500728 6.02607019 6.41700389 5.85230913 5.61273585
## 166 5.61794492 5.30435410 5.28203207 5.67549884 5.14784282 4.89124626
## 167 6.24293088 5.90009521 5.87179189 6.25271881 5.69049995 5.44225702
## 168 6.10023982 5.78133990 5.75551994 6.15120042 5.61021369 5.35873706
## 169 6.11545958 5.78417993 5.75855539 6.14910514 5.59631108 5.35731837
## 170 6.31782563 5.97823294 5.94648957 6.33964499 5.77198659 5.52788434
## 171 6.24235151 5.92199754 5.89563670 6.29054690 5.74682746 5.49620058
## 172 6.24432126 5.91800007 5.89072879 6.28338020 5.73351521 5.48477398
## 173 6.40939735 6.07288455 6.04367156 6.43412708 5.87255870 5.62828240
## 174 6.37782527 6.06569599 6.04451834 6.43399993 5.90713010 5.64975230
## 175 6.15265544 5.83550251 5.81014768 6.20062166 5.66505341 5.40274560
## 176 5.78053487 5.46178427 5.43479358 5.83103272 5.28795190 5.03931688
## 177 6.03420645 5.70399235 5.67486423 6.07171975 5.51341262 5.27510566
## 178 5.70330734 5.38729594 5.35904261 5.77091436 5.22573914 4.98610780
## 179 6.11870601 5.79101184 5.76199251 6.16220628 5.60421144 5.36979711
## 180 6.51548379 6.18707235 6.15450510 6.55234953 5.98963572 5.74478775
## 181 6.46269725 6.13703360 6.10949799 6.50089507 5.95068627 5.70086807
## 182 4.24894838 3.87386673 3.83567495 4.17317949 3.61301371 3.32327139
## 183 5.03793229 4.67614824 4.62252225 5.00407946 4.41330174 4.14977613
## 184 4.16458594 3.82935979 3.79327429 4.14138708 3.61905688 3.29943905
## 185 4.46547290 4.10884250 4.06323079 4.42047513 3.85616216 3.56792937
## 186 4.58931458 4.22707632 4.18337019 4.52640736 3.95986577 3.67272952
## 187 4.34839696 3.98572425 3.94846511 4.28920296 3.74180317 3.44170446
## 188 4.37409017 4.02009288 3.98313883 4.31116615 3.77708378 3.46473825
## 189 4.72589961 4.42451276 4.38817392 4.76001677 4.26446091 3.93386716
## 190 5.39032676 5.04956290 4.99807633 5.37783963 4.80776334 4.52631342
## 191 4.86191666 4.47031843 4.41525329 4.76048355 4.14106822 3.90171553
## 192 4.45441043 4.11319191 4.06674975 4.43583850 3.88597210 3.58801755
## 193 4.35369280 4.01182201 3.97084371 4.33274665 3.79381961 3.48809885
## 194 4.52623348 4.13669318 4.09111788 4.42732380 3.83755986 3.57291838
## 195 4.34254536 3.97578286 3.93882939 4.27470448 3.72279061 3.42571789
## 196 5.55711076 5.18354432 5.12685007 5.50600796 4.89548346 4.64932373
## 197 5.68111498 5.31030905 5.24617777 5.63694747 5.00972895 4.77713759
## 198 5.37329397 5.02706984 4.97050171 5.35931337 4.77385532 4.50505994
## 199 4.33773710 4.00364250 3.95781089 4.32533523 3.78102192 3.47782867
## 200 4.39657718 4.02075893 3.98246915 4.30262890 3.74400436 3.45159670
## 201 4.94229150 4.53548042 4.48803059 4.82970247 4.21533068 3.97767052
## 202 4.45229011 4.10380976 4.06213385 4.41768539 3.86908810 3.56931272
## 203 4.27383009 3.91109263 3.87576255 4.20978827 3.66631924 3.36245492
## 204 4.28742406 3.93037002 3.89644783 4.23520144 3.69833961 3.39038844
## 205 4.49290123 4.10733309 4.06299072 4.39811738 3.81427622 3.54386560
## 206 4.52526663 4.14374631 4.09719332 4.43561319 3.85017560 3.58003141
## 207 5.26587033 4.89842187 4.84375110 5.21537513 4.61780312 4.35877731
## 208 4.80119574 4.43709446 4.38769555 4.73942220 4.16113357 3.88375406
## 209 4.62589413 4.25344380 4.20550093 4.55288895 3.97394188 3.69828729
## 210 4.54587677 4.17494099 4.12985312 4.47035419 3.90060442 3.61719103
## 211 4.91557927 4.60435071 4.56147731 4.94487286 4.42504707 4.11098072
## 212 4.85499720 4.52743557 4.48548007 4.86105832 4.32891929 4.02178263
## 213 5.58385654 5.32505074 5.18351070 5.77083844 5.06893707 4.96906158
## 214 6.16456347 5.90038649 5.74945587 6.34704123 5.61540193 5.55504634
## 215 5.72519360 5.46264103 5.32898882 5.91016342 5.21802993 5.10222452
## 216 5.75569477 5.47017568 5.33327306 5.90573749 5.18565787 5.09289743
## 217 5.43248043 5.17291783 5.04869369 5.62389059 4.95918100 4.81552633
## 218 5.94872627 5.66846309 5.54575704 6.13453224 5.44988207 5.33267327
## 219 6.41165281 6.12905741 5.98206669 6.56785856 5.82758927 5.76636313
## 220 5.90034312 5.63604100 5.48565734 6.08251060 5.35385672 5.29034602
## 221 6.55970247 6.31272213 6.17187502 6.76795592 6.06648608 5.96991141
## 222 6.20286705 5.88769803 5.75028483 6.30254851 5.55743971 5.48226124
## 223 6.51588533 6.20280171 6.06693600 6.61940477 5.87572401 5.79765089
## 224 5.91301723 5.64810772 5.51786281 6.09987446 5.41046813 5.29143663
## 225 5.37183048 5.09743440 4.95284270 5.53245968 4.81270880 4.72801000
## 226 5.56244091 5.29220232 5.15484203 5.74211224 5.03580986 4.93878385
## 227 5.72414205 5.47486603 5.34177754 5.93573252 5.25433696 5.13818164
## 228 5.95680549 5.71520844 5.58916789 6.17291433 5.51142423 5.37045214
## 229 5.83534875 5.54861660 5.42275199 5.98303922 5.28425604 5.16054633
## 230 6.16794351 5.85377732 5.71037110 6.24218943 5.48957886 5.42085563
## 231 5.54218551 5.29154553 5.15049387 5.74743573 5.05017916 4.95322155
## 232 5.78690254 5.52891449 5.38172806 5.96831202 5.25317316 5.16844611
## 233 6.48950327 6.21209217 6.06723792 6.62028385 5.89134958 5.80223300
## 234 6.36812132 6.09952462 5.97479452 6.57859021 5.89461698 5.78769620
## 235 6.50205125 6.22843581 6.09998873 6.66700758 5.96992514 5.84713359
## 236 6.36565684 6.11086289 5.97037831 6.56929436 5.86341768 5.77257906
## 237 5.08053041 4.82533087 4.69332348 5.26714900 4.59118022 4.45930262
## 238 6.39863522 6.11313307 5.97775402 6.55184082 5.83119945 5.73735537
## 239 5.95610206 5.70897586 5.57562307 6.16191849 5.48334174 5.35851629
## 240 4.56567320 4.27363779 4.14262111 4.63906069 3.93625452 3.80707044
## 241 4.46762181 4.19499883 4.06172072 4.57398615 3.88426654 3.74874910
## 242 5.13806218 4.82521774 4.70126078 5.21807066 4.50018303 4.38341729
## 243 5.45992592 5.16378999 5.03670051 5.56233515 4.84758084 4.73334327
## 244 5.03284311 4.71280598 4.59191629 5.10579080 4.38629641 4.27109992
## 245 4.75837282 4.46122547 4.32937168 4.82861068 4.11592687 3.99758980
## 246 5.22707473 4.92184937 4.79997406 5.31773167 4.60814994 4.48327881
## 247 5.22714703 4.91489505 4.79213984 5.30776810 4.59266483 4.47154315
## 248 6.24953356 5.98846504 5.84258909 6.44084642 5.72108176 5.64546409
## 249 5.05931193 4.74553505 4.62035854 5.14106036 4.41988464 4.30870378
## 250 5.11669358 4.81677327 4.69544679 5.21195052 4.50952658 4.37701004
## 251 5.10663724 4.79761897 4.67975046 5.18826591 4.48499756 4.34964686
## 252 5.38502771 5.07085862 4.94705146 5.46462304 4.74209615 4.63141547
## 253 4.90965583 4.57013425 4.43158380 4.88609714 4.13006637 4.07037040
## 254 4.84949527 4.49559082 4.36109129 4.80612698 4.04490381 3.99097690
## 255 4.95540558 4.60215718 4.46569348 4.91236055 4.14951863 4.09830775
## 256 5.13725390 4.82459083 4.70009655 5.21755824 4.49813267 4.38389544
## 257 5.23275785 4.91690916 4.79506980 5.30768356 4.58940886 4.47194999
## 258 5.26440669 4.95061519 4.82732196 5.34249615 4.62444521 4.50671366
## 259 5.16863292 4.84904863 4.73120434 5.23681978 4.52519848 4.39660354
## 260 5.16959050 4.86148189 4.73548939 5.25834522 4.53974389 4.42646080
## 261 5.26074299 4.94782900 4.82315938 5.34403172 4.62318186 4.51086335
## 262 5.48245261 5.18096603 5.05233175 5.57044265 4.85024904 4.73911155
## 263 4.46390867 4.16821487 4.03802742 4.52953196 3.82510742 3.69746632
## 264 5.50036005 5.17207529 5.04820000 5.55665587 4.82337988 4.72132927
## 265 5.02919466 4.70833745 4.56500884 5.02678060 4.28004848 4.21149335
## 266 5.44472011 5.15995227 5.03234952 5.55783749 4.85374425 4.72852724
## 267 4.72240868 4.47583059 4.34048820 4.85282387 4.17950696 4.03530424
## 268 4.53957982 4.27807770 4.14205955 4.64321760 3.95954414 3.82140976
## 269 4.63063010 4.35873772 4.23034773 4.72660870 4.04794890 3.89508026
## 270 4.65535257 4.37735524 4.25033313 4.74308644 4.05917437 3.91028244
## 271 6.16794351 5.85377732 5.71037110 6.24218943 5.48957886 5.42085563
## 272 7.25858816 6.90672541 6.86543861 7.25598181 6.66467475 6.42078473
## 273 7.29535045 6.95559065 6.91696537 7.30966422 6.73392960 6.47851811
## 274 7.27220524 6.93058968 6.89066180 7.28767971 6.70564747 6.45738968
## 275 7.21337853 6.87740061 6.83502521 7.23891797 6.65848067 6.40623856
## 276 7.07787304 6.74214698 6.70483786 7.10301420 6.53181649 6.27689493
## 277 7.52523852 7.17597644 7.12979122 7.53613672 6.93390673 6.70059412
## 278 7.67889041 7.32672606 7.29047232 7.67212248 7.09161957 6.84008914
## 279 7.45528190 7.11167099 7.07014244 7.46177410 6.87939192 6.62476759
## 280 7.37907364 7.02847319 6.99054679 7.37505466 6.79031631 6.54372576
## 281 6.89094502 6.54680511 6.50461006 6.90241670 6.31767632 6.06712152
## 282 7.23851127 6.89718911 6.85526360 7.25057565 6.66741949 6.41558683
## 283 7.09555858 6.75985890 6.71475477 7.12373713 6.53530110 6.29123660
## 284 7.33660124 6.98518409 6.93995920 7.33819775 6.73894509 6.50011827
## 285 7.23854440 6.89351659 6.85060587 7.25065347 6.66262233 6.41511396
## 286 7.39730081 7.04478002 7.00169949 7.39441059 6.79921128 6.55715134
## 287 7.34418856 7.00172993 6.96373070 7.35247313 6.77865937 6.51913332
## 288 7.32097727 6.96896517 6.93126897 7.31923062 6.73481527 6.48798751
## 289 7.38538352 7.03995339 6.99918405 7.39430617 6.80838235 6.56135436
## 290 7.35978247 7.01261377 6.97002784 7.37076292 6.77789526 6.53827886
## 291 7.17248410 6.83146748 6.78961890 7.19356586 6.60588631 6.36477778
## 292 7.22426658 6.88115759 6.83298576 7.24083492 6.64110875 6.40293552
## 293 7.23854395 6.90070945 6.85624412 7.25919848 6.67282482 6.42413498
## 294 7.29676326 6.95553394 6.91345160 7.31180257 6.72696087 6.47809106
## 295 7.25111417 6.91362491 6.87101785 7.27538549 6.69192742 6.44330763
## 296 7.76617817 7.41129619 7.36973006 7.75571210 7.16255353 6.91776352
## 297 7.25855903 6.91306188 6.87124980 7.26897297 6.68234146 6.43438252
## 298 7.30391959 6.96503282 6.92449807 7.32148261 6.74117803 6.49007792
## 299 7.24751707 6.90525165 6.86200152 7.26411641 6.67356048 6.43195400
## 300 7.36949033 7.01950923 6.98073897 7.36786167 6.78448158 6.53393189
## 19 20 21 22 23 24
## 2
## 3
## 4
## 5
## 6
## 7
## 8
## 9
## 10
## 11
## 12
## 13
## 14
## 15
## 16
## 17
## 18
## 19
## 20 0.47242007
## 21 1.33253646 1.01645659
## 22 1.09695689 0.76196160 0.30624842
## 23 0.50146661 0.40922706 0.95419293 0.71110756
## 24 0.84747011 0.79401105 1.04051507 0.92070783 0.52582557
## 25 0.51356306 0.32814858 1.26126959 1.02974549 0.57474879 0.80307407
## 26 0.80253823 0.57493843 0.68597585 0.50659558 0.34858287 0.42805483
## 27 1.00767840 0.74150795 0.44027484 0.30941077 0.56208725 0.63747143
## 28 0.78782539 0.50037821 0.70950800 0.53598203 0.40495753 0.46376019
## 29 0.68911718 0.46354068 0.75228220 0.47696066 0.31169546 0.74198110
## 30 5.98540735 6.12294370 6.41858550 6.35967713 5.99828017 5.73583746
## 31 6.26677951 6.42678883 6.78758327 6.70949473 6.30583270 6.05972249
## 32 6.35143074 6.51729603 6.88467297 6.80457978 6.39675034 6.15646691
## 33 5.85966394 6.00054683 6.28494511 6.23204788 5.86245780 5.57340266
## 34 6.07316772 6.21237684 6.49203578 6.43892637 6.07898763 5.80322573
## 35 6.22877053 6.39081285 6.76625092 6.68345785 6.27347036 6.03396768
## 36 6.30532252 6.45700282 6.77861801 6.71251028 6.33168581 6.07602123
## 37 6.46251089 6.63894183 7.02704986 6.94223082 6.51791995 6.27849387
## 38 6.27736476 6.43983710 6.81100478 6.72874701 6.32146164 6.08442340
## 39 6.30950707 6.46888831 6.81044095 6.74013129 6.34219536 6.08181631
## 40 5.88329055 6.02879199 6.33682482 6.27590669 5.89677972 5.62175598
## 41 6.35189530 6.50980465 6.85768582 6.78356089 6.38747871 6.13891757
## 42 5.79598742 5.92477897 6.22460528 6.16065459 5.79584359 5.53099759
## 43 6.29744090 6.45742972 6.81533493 6.73814465 6.33618297 6.08998491
## 44 6.30019332 6.44221874 6.72224222 6.66719803 6.30842883 6.04209812
## 45 6.11034493 6.25234430 6.54657112 6.48796982 6.12205855 5.85591826
## 46 5.89447070 6.03334983 6.30993584 6.25804722 5.89595567 5.61266083
## 47 6.39205285 6.55584007 6.91579034 6.83755370 6.43400870 6.19218950
## 48 6.03446775 6.16398055 6.42414405 6.37324672 6.03243979 5.76714040
## 49 6.35698194 6.52410016 6.90286077 6.82006688 6.40566240 6.16525371
## 50 6.44350769 6.61785915 7.01655616 6.92802117 6.50367899 6.27332573
## 51 6.53948439 6.71217378 7.10881054 7.01965788 6.59872499 6.37293481
## 52 6.21709807 6.37145510 6.70162990 6.63268998 6.24445146 5.98831005
## 53 6.20735976 6.36790535 6.72379085 6.64975975 6.25100825 6.00293999
## 54 6.09722003 6.24680997 6.55833437 6.49804470 6.12202648 5.85606359
## 55 6.16526955 6.31449188 6.64096184 6.57337976 6.19149201 5.93612878
## 56 6.14665209 6.29375337 6.60732418 6.54299968 6.16591812 5.90522538
## 57 6.05116586 6.18982565 6.48053528 6.42371746 6.06143099 5.79264299
## 58 5.97042672 6.10487000 6.38551622 6.33163096 5.97476455 5.70092359
## 59 6.29844499 6.47377772 6.87015023 6.78657863 6.36394896 6.12554244
## 60 6.30450300 6.45878361 6.78523173 6.71530270 6.33231137 6.08588730
## 61 6.38361140 6.54158203 6.87372737 6.80267083 6.41531508 6.16981312
## 62 6.50166446 6.67359306 7.05158071 6.96979532 6.55149066 6.30734057
## 63 6.36485178 6.52291921 6.85264285 6.78207308 6.39579942 6.15041404
## 64 5.95710119 6.09611959 6.35934360 6.31082604 5.95329261 5.66637432
## 65 6.27126165 6.41888298 6.72246269 6.65986535 6.28678696 6.02655758
## 66 6.23750921 6.39193196 6.71709269 6.64817729 6.26315160 6.01091636
## 67 6.17766909 6.32911381 6.66100573 6.58860653 6.20790475 5.96932087
## 68 6.29119240 6.44388240 6.74937487 6.68653792 6.31115509 6.05369210
## 69 6.22586940 6.37809579 6.69475997 6.62780935 6.24892024 5.99758841
## 70 6.39692608 6.55903248 6.90570561 6.82946928 6.43630607 6.20148651
## 71 6.30681318 6.48014474 6.83808564 6.76179092 6.36082822 6.12859708
## 72 6.32380899 6.48413775 6.81786357 6.74660694 6.35594048 6.10847443
## 73 6.65012080 6.83104672 7.25222151 7.15863611 6.71473332 6.47724086
## 74 5.95661573 6.08324148 6.32122141 6.27746586 5.94649589 5.67226858
## 75 6.26501905 6.42084339 6.74604285 6.67545861 6.29568753 6.05736595
## 76 6.35563829 6.51113441 6.84404738 6.77137243 6.38834790 6.15116024
## 77 6.39785591 6.55072032 6.86648524 6.79987380 6.42271337 6.17384909
## 78 6.16329561 6.32141392 6.64899027 6.58268411 6.18728126 5.91678197
## 79 6.35371106 6.51818098 6.87960277 6.79942776 6.39628451 6.16071231
## 80 6.07953545 6.22864456 6.54255813 6.47742574 6.09977629 5.84226468
## 81 6.22481639 6.38770783 6.73222839 6.65868525 6.27264084 6.04369217
## 82 6.43239038 6.59315248 6.94939338 6.87017428 6.47420699 6.24273049
## 83 6.18104247 6.31861347 6.59026453 6.53592357 6.18826266 5.93151879
## 84 6.26525042 6.40215759 6.65789959 6.60921812 6.26547706 5.99733628
## 85 6.31614299 6.47130026 6.79874505 6.72840434 6.34674927 6.10466171
## 86 6.17198264 6.30871207 6.57827943 6.52140977 6.17911373 5.93543085
## 87 6.52742531 6.70005674 7.08403745 6.99724939 6.58329496 6.35997106
## 88 6.25362174 6.40660320 6.73254879 6.66406591 6.28061537 6.02862931
## 89 6.38338742 6.55481756 6.93539971 6.85843942 6.42644010 6.14929803
## 90 6.26786152 6.44707818 6.84879786 6.76783251 6.31656061 6.03139417
## 91 6.33376437 6.51340392 6.91369958 6.83031188 6.38472316 6.11430708
## 92 7.34681031 7.56861866 8.13611312 8.00000450 7.47525062 7.28785115
## 93 6.40257701 6.58142588 6.98801023 6.90241517 6.45876829 6.19737406
## 94 7.41288711 7.63507320 8.19988802 8.06582469 7.54136973 7.34937313
## 95 6.56716067 6.75170452 7.17104013 7.08144932 6.62939820 6.37303649
## 96 6.25778898 6.44896452 6.89760925 6.80399336 6.32323250 6.04492847
## 97 6.30949329 6.49025436 6.91449101 6.82497737 6.36918306 6.10396263
## 98 6.31854611 6.50058545 6.92579719 6.83659832 6.37800811 6.10918648
## 99 6.40339847 6.60319529 7.08874842 6.98135499 6.49204003 6.25058721
## 100 6.50795421 6.69661026 7.12364166 7.03290376 6.57539019 6.31928640
## 101 6.00237464 6.16371931 6.52192323 6.45232194 6.03221172 5.74068845
## 102 6.02856338 6.17999673 6.50738067 6.44504772 6.04408320 5.74821625
## 103 5.92520134 6.09669340 6.49424316 6.41805560 5.97150450 5.67363054
## 104 6.50215332 6.69439037 7.15449168 7.05441757 6.57695878 6.32287461
## 105 6.57192922 6.76227214 7.22920659 7.12655855 6.65346215 6.41207850
## 106 5.92520134 6.09669340 6.49424316 6.41805560 5.97150450 5.67363054
## 107 6.30903141 6.48569536 6.90645488 6.81446641 6.36762617 6.11722006
## 108 6.36204450 6.54715473 6.98849782 6.89394297 6.42861595 6.16880633
## 109 6.02400869 6.19510514 6.57591804 6.50035578 6.06982830 5.79153315
## 110 6.10176706 6.26928433 6.66391847 6.58350992 6.14524013 5.86543871
## 111 5.98249804 6.13382392 6.48569617 6.41888852 6.00421975 5.70278715
## 112 5.97064270 6.12398520 6.46967606 6.40421223 5.99685224 5.70470368
## 113 6.00896883 6.17476832 6.54626250 6.47524293 6.04960800 5.76071285
## 114 6.92263061 7.12467831 7.65248170 7.53039805 7.03377376 6.82785386
## 115 6.40339847 6.60319529 7.08874842 6.98135499 6.49204003 6.25058721
## 116 6.46855192 6.64843269 7.06981891 6.97955977 6.53179957 6.27949885
## 117 6.70876383 6.90801661 7.36114202 7.26178211 6.78778383 6.54308005
## 118 6.05240758 6.21895769 6.57597845 6.50657545 6.08050348 5.78410288
## 119 6.33234129 6.50765101 6.92230932 6.83414302 6.38590701 6.12142080
## 120 7.18219018 7.39789802 7.90499099 7.78568226 7.29049738 7.08910293
## 121 6.30406914 6.48564263 6.88695641 6.80437697 6.35597731 6.08150611
## 122 6.34757190 6.52595540 6.91819130 6.83779177 6.39310140 6.11382840
## 123 7.46853029 7.69315589 8.25276356 8.12176393 7.59361740 7.38991992
## 124 6.25532560 6.44353740 6.85372573 6.77424041 6.32443434 6.05009827
## 125 6.37691313 6.54283513 6.91764310 6.84041046 6.41882097 6.15172685
## 126 6.44671676 6.62363522 7.01316233 6.93086766 6.49473158 6.23130217
## 127 7.48305319 7.70507974 8.25193968 8.12259776 7.60463424 7.40707609
## 128 6.13977881 6.30043003 6.64528043 6.57922817 6.16809757 5.87878379
## 129 6.42794068 6.61980172 7.03795432 6.94959012 6.48652220 6.21710112
## 130 6.54456591 6.72680398 7.14846555 7.05754723 6.60177172 6.34064598
## 131 6.63742669 6.83352331 7.28450783 7.18541954 6.71112708 6.46144680
## 132 6.55275399 6.73970958 7.16947331 7.07601822 6.61673354 6.36291625
## 133 6.51440487 6.70121658 7.12974601 7.03923214 6.57610494 6.30893658
## 134 6.35915004 6.53745335 6.94745326 6.86258458 6.41493923 6.14579311
## 135 6.36117300 6.53159916 6.91409242 6.83432912 6.40354387 6.13419460
## 136 6.48272957 6.66945977 7.10105708 7.00894848 6.54911553 6.29160817
## 137 6.44267604 6.62634431 7.05572767 6.96342587 6.50564891 6.24805565
## 138 6.11610786 6.28121726 6.64314772 6.57410614 6.14637396 5.84629942
## 139 6.19413745 6.37283842 6.78137140 6.69557748 6.24383347 5.97021600
## 140 6.44850746 6.63176481 7.06642395 6.97164768 6.51334004 6.26153515
## 141 6.15851179 6.34344101 6.76902303 6.68339122 6.22816034 5.95974733
## 142 6.35982691 6.53907040 6.95415984 6.86719958 6.41487350 6.14533194
## 143 6.29477783 6.46253613 6.83736446 6.76370295 6.32670831 6.02856729
## 144 6.38361281 6.57425010 7.00928222 6.91982837 6.45907026 6.19908470
## 145 6.63648835 6.82802469 7.27819244 7.17900985 6.70892472 6.46116691
## 146 6.25383671 6.41617991 6.77698671 6.70664614 6.28560799 5.99612185
## 147 6.86910440 7.07569954 7.57631979 7.46382201 6.97363273 6.75348582
## 148 6.51965739 6.70998550 7.14995208 7.05514650 6.59049269 6.33744473
## 149 6.44267604 6.62634431 7.05572767 6.96342587 6.50564891 6.24805565
## 150 5.72318782 5.96393174 6.58748486 6.44820208 5.86937156 5.64049157
## 151 5.58211617 5.82290474 6.41990814 6.28599261 5.71874774 5.48832586
## 152 6.06422403 6.31363839 6.92743915 6.79243172 6.20981603 5.97124312
## 153 6.02539414 6.26669794 6.86968377 6.73774626 6.16452653 5.92219340
## 154 6.02200717 6.26058165 6.84101955 6.71571060 6.15180094 5.89975264
## 155 6.19335849 6.44244811 7.05624379 6.92146501 6.33965926 6.10142801
## 156 5.72044850 5.95930011 6.55215354 6.42203653 5.85208804 5.60548209
## 157 5.80815024 6.04855821 6.64602456 6.51347469 5.93881073 5.69340836
## 158 5.69976971 5.94150205 6.53802990 6.40706857 5.83341595 5.58697842
## 159 6.01484765 6.25586096 6.87473994 6.73949972 6.15787454 5.91428887
## 160 5.71144408 5.96999123 6.57108543 6.43218447 5.84816919 5.62272623
## 161 5.98090873 6.22926682 6.85899887 6.71540442 6.13175268 5.91466987
## 162 5.85189365 6.09575178 6.70849173 6.57361388 5.99264417 5.75048433
## 163 5.74603699 5.99715974 6.61681460 6.47784194 5.89308091 5.66381745
## 164 5.73581468 5.98061481 6.57975169 6.44789135 5.87587929 5.63783578
## 165 5.93468432 6.17848228 6.80384151 6.66326445 6.08044383 5.85189961
## 166 5.21632205 5.44607258 6.01944731 5.89419657 5.33766567 5.08619518
## 167 5.77366794 6.01705198 6.65294972 6.51179777 5.92494817 5.69407558
## 168 5.68162669 5.91844601 6.50490456 6.37647982 5.81122763 5.56418680
## 169 5.67305072 5.91190274 6.51996875 6.38374573 5.81315287 5.58382914
## 170 5.85365154 6.10104916 6.73018321 6.58970201 6.00096453 5.76785240
## 171 5.81894928 6.05726440 6.64759132 6.51841045 5.95122434 5.70545801
## 172 5.80839543 6.04872546 6.65114129 6.51854440 5.94581000 5.70467604
## 173 5.95290445 6.19700282 6.81877042 6.68041381 6.09811846 5.86457246
## 174 5.97709221 6.20668670 6.77687170 6.65397781 6.10016923 5.84630742
## 175 5.73632490 5.97189830 6.55800228 6.43199111 5.86548206 5.60954987
## 176 5.35679238 5.59595706 6.18663131 6.05688399 5.49024335 5.24774197
## 177 5.58860470 5.83221160 6.44219677 6.30554398 5.72996021 5.49936209
## 178 5.29494795 5.53304686 6.10848238 5.97906925 5.41626859 5.17393301
## 179 5.67811361 5.92172217 6.52557945 6.38983927 5.81753505 5.58816410
## 180 6.06422403 6.31363839 6.92743915 6.79243172 6.20981603 5.97124312
## 181 6.02539414 6.26669794 6.86968377 6.73774626 6.16452653 5.92219340
## 182 3.71753272 3.95506719 4.66623642 4.50785546 3.88015387 3.64875544
## 183 4.50880442 4.77153281 5.46649483 5.31054722 4.67217519 4.43755436
## 184 3.69892450 3.93226128 4.58201904 4.44609837 3.84064304 3.56609847
## 185 3.94661690 4.19756211 4.88938294 4.73854241 4.11033178 3.86665466
## 186 4.05188842 4.30373793 5.01215180 4.85865749 4.22874765 3.99408131
## 187 3.84014201 4.07535103 4.76518828 4.61446331 3.99404449 3.74638758
## 188 3.87002265 4.10382155 4.78940053 4.64369010 4.02735258 3.77165912
## 189 4.33372726 4.56048286 5.13895513 5.02339311 4.44014194 4.12540576
## 190 4.89154501 5.15230073 5.81775686 5.67497722 5.04870155 4.79055734
## 191 4.24543407 4.51925024 5.29069480 5.11517847 4.45861242 4.27601476
## 192 3.97041789 4.21759883 4.87777402 4.73566087 4.11580207 3.85156472
## 193 3.87985062 4.11866306 4.77358538 4.63304742 4.01947363 3.75101228
## 194 3.94798308 4.19989256 4.94732027 4.77781353 4.13426857 3.93012752
## 195 3.82177959 4.05896553 4.75968662 4.60644091 3.98365709 3.74332234
## 196 4.99677066 5.26750490 5.98749409 5.82369663 5.17574015 4.95949934
## 197 5.10506112 5.38977470 6.11731082 5.95141423 5.29579445 5.08859261
## 198 4.85970196 5.12764921 5.80405221 5.65603848 5.02149337 4.77358528
## 199 3.85830339 4.10694165 4.76199686 4.62331976 4.00684318 3.73894727
## 200 3.84736173 4.08722990 4.81297770 4.65403785 4.02475350 3.79872137
## 201 4.33682629 4.59385535 5.36371305 5.18349192 4.53139180 4.35031301
## 202 3.95663852 4.20031980 4.87343738 4.72878001 4.10974884 3.85252226
## 203 3.76357283 3.99715828 4.68972845 4.53934502 3.92058618 3.67371629
## 204 3.79326772 4.02408989 4.70264363 4.55603418 3.94228656 3.68692819
## 205 3.92215822 4.17243304 4.91365509 4.74684807 4.10627552 3.89659725
## 206 3.95439907 4.20867535 4.94788638 4.78245789 4.14082340 3.92938871
## 207 4.71518616 4.98188061 5.69491764 5.53537099 4.89193908 4.66701549
## 208 4.25536173 4.51374168 5.22663057 5.07053219 4.43365201 4.20279101
## 209 4.07493144 4.32843014 5.04909264 4.88888548 4.25059203 4.02563695
## 210 4.00142553 4.24990329 4.96690009 4.80865328 4.17434672 3.94492659
## 211 4.49892393 4.73667748 5.33381982 5.21081011 4.61409689 4.31288280
## 212 4.41098600 4.64962269 5.27388523 5.14211318 4.53668574 4.25107463
## 213 5.08302625 5.46239909 6.04973024 5.90351816 5.25094824 5.06783780
## 214 5.62897443 6.02448657 6.63144737 6.47531521 5.81645141 5.66918542
## 215 5.23755613 5.60690065 6.18904462 6.04548994 5.39677337 5.20034980
## 216 5.21352715 5.59290350 6.22233567 6.06368727 5.39871617 5.23536322
## 217 4.98390828 5.33380123 5.89127875 5.75529929 5.11715766 4.89252793
## 218 5.49312708 5.83794743 6.40290294 6.25563059 5.61543318 5.41132353
## 219 5.85281445 6.24532408 6.87860309 6.71496523 6.04767675 5.90784198
## 220 5.36726638 5.76125708 6.36735484 6.21158520 5.55263321 5.40288175
## 221 6.07568477 6.45705765 7.02376343 6.88383892 6.24088398 6.05355934
## 222 5.60158615 5.98517251 6.66961689 6.49428231 5.81213188 5.68014397
## 223 5.91883496 6.30204321 6.98272798 6.80926751 6.12917209 5.99356114
## 224 5.43419803 5.79826057 6.37498194 6.23207107 5.58619377 5.38536215
## 225 4.83146973 5.21809010 5.83985151 5.68297747 5.01829492 4.85855507
## 226 5.05793088 5.43231985 6.02702656 5.87637161 5.22252481 5.04406649
## 227 5.26897681 5.63397398 6.18513753 6.04845863 5.41155565 5.20494250
## 228 5.52482181 5.88039673 6.41526530 6.28749029 5.65896780 5.42956194
## 229 5.31789006 5.68141943 6.29911582 6.14699794 5.48837780 5.29865640
## 230 5.52512153 5.92247684 6.63750905 6.45888479 5.76860337 5.65447505
## 231 5.05996959 5.43789310 6.00667806 5.86420940 5.21937872 5.03294686
## 232 5.26212758 5.65324935 6.25507327 6.10547492 5.44820452 5.28179469
## 233 5.90684216 6.30474777 6.96066742 6.80231865 6.12935327 5.97873902
## 234 5.93316271 6.27925562 6.81970122 6.67677377 6.04629485 5.84198392
## 235 5.99665542 6.36460493 6.96596329 6.81982983 6.16658216 5.97120609
## 236 5.87843283 6.25735256 6.82899016 6.68481763 6.03953057 5.85753267
## 237 4.60408275 4.96965756 5.54491682 5.40620478 4.76055309 4.55175285
## 238 5.86214078 6.23962600 6.86412899 6.70665920 6.04373068 5.87674182
## 239 5.49680001 5.86311578 6.41798269 6.28339955 5.64456145 5.43237176
## 240 3.94798113 4.33561250 5.03558095 4.87517362 4.19831977 4.04642296
## 241 3.88531731 4.27243543 4.93831018 4.78732826 4.11977800 3.95030870
## 242 4.53396912 4.90986028 5.60565091 5.43806827 4.76039783 4.61008953
## 243 4.86978676 5.25187805 5.92870004 5.76793298 5.09709369 4.94181449
## 244 4.42437420 4.79696462 5.49916688 5.32872733 4.65079579 4.50504437
## 245 4.13067076 4.52106966 5.22848351 5.06447741 4.38521079 4.24279738
## 246 4.63765929 5.01152678 5.69442171 5.53198629 4.85982475 4.69953084
## 247 4.62711979 5.00115871 5.69448231 5.52813990 4.85138594 4.69672206
## 248 5.73653851 6.12364775 6.71491199 6.56399763 5.91061983 5.74622460
## 249 4.45392672 4.83098694 5.52696235 5.35798656 4.67973173 4.53346026
## 250 4.53568929 4.90828489 5.58412980 5.42508879 4.75537376 4.58760676
## 251 4.51723931 4.88593178 5.57297958 5.41084196 4.73884822 4.57361750
## 252 4.77636070 5.15393895 5.85242391 5.68362184 5.00628645 4.86121191
## 253 4.16398972 4.56813721 5.37276165 5.17833862 4.47834544 4.41937525
## 254 4.08854100 4.48774151 5.30963211 5.10874046 4.40656285 4.35954384
## 255 4.19359542 4.59401791 5.41572807 5.21440138 4.51117015 4.46497571
## 256 4.53120460 4.90830991 5.60497167 5.43697669 4.75921928 4.61122725
## 257 4.62482885 4.99946803 5.69975502 5.53133298 4.85388056 4.70524814
## 258 4.65934548 5.03469428 5.73182928 5.56417350 4.88637055 4.73554796
## 259 4.56463001 4.93300254 5.63448943 5.46670264 4.78961179 4.63375700
## 260 4.57045753 4.94870561 5.63772226 5.47152089 4.79526310 4.64459674
## 261 4.65760830 5.03431761 5.72831740 5.56020703 4.88274347 4.73429356
## 262 4.87430506 5.25945539 5.95183603 5.78749482 5.11135014 4.96387371
## 263 3.83739636 4.22538478 4.93343532 4.77099685 4.09296086 3.94655535
## 264 4.86618087 5.24445118 5.96706048 5.79043664 5.10577358 4.97531098
## 265 4.30204497 4.71118062 5.49497785 5.30909545 4.61281281 4.53868009
## 266 4.86932750 5.25118191 5.91397210 5.75969903 5.09305426 4.92500706
## 267 4.16374916 4.55468547 5.19286128 5.05433166 4.39903591 4.21522560
## 268 3.95034895 4.34345176 5.01031510 4.86330419 4.19847374 4.03019785
## 269 4.04967761 4.43158836 5.09994919 4.95243823 4.28714857 4.10739260
## 270 4.06331138 4.44591861 5.12457484 4.97398142 4.30665714 4.13412175
## 271 5.52512153 5.92247684 6.63750905 6.45888479 5.76860337 5.65447505
## 272 6.75328558 7.01511482 7.68039852 7.53266737 6.91884731 6.68855076
## 273 6.81782359 7.07409820 7.71446276 7.57503662 6.97134826 6.72515931
## 274 6.78955395 7.04856660 7.69223318 7.55063961 6.94532166 6.70513628
## 275 6.74002764 7.00057216 7.63512625 7.49639799 6.89049981 6.64221341
## 276 6.61418455 6.86750056 7.49527228 7.35805087 6.76005104 6.51103249
## 277 7.02063395 7.28941756 7.95010421 7.80163931 7.18475379 6.95714361
## 278 7.18348441 7.43724416 8.09622538 7.95101113 7.34347061 7.10702594
## 279 6.96520745 7.22544135 7.87703993 7.73503219 7.12407377 6.87997272
## 280 6.87846503 7.13644213 7.79808302 7.65208688 7.04360083 6.81238306
## 281 6.40288332 6.66338251 7.31332313 7.16992288 6.55900425 6.31798022
## 282 6.75068901 7.01217755 7.66060339 7.51900139 6.90956508 6.66712927
## 283 6.61389959 6.88031601 7.51962670 7.37902107 6.77046017 6.52948341
## 284 6.82656412 7.09395141 7.76140404 7.61246487 6.99394340 6.76552445
## 285 6.74903131 7.01074307 7.66109101 7.51715001 6.90528647 6.66532002
## 286 6.88812796 7.15244962 7.82047852 7.67191855 7.05522445 6.82574666
## 287 6.86559656 7.11955564 7.76282866 7.62289098 7.01768998 6.76902044
## 288 6.82557788 7.08129936 7.73947266 7.59312929 6.98475430 6.75139968
## 289 6.89446147 7.15478444 7.80629590 7.66255206 7.05346282 6.81594324
## 290 6.86410217 7.12753776 7.78191507 7.63595421 7.02469723 6.79278772
## 291 6.68824235 6.95056248 7.59371010 7.45095126 6.84485639 6.60928211
## 292 6.72279131 6.99441905 7.65120000 7.50548819 6.88805186 6.65532278
## 293 6.75367637 7.01844528 7.66223181 7.52139619 6.91132681 6.66826553
## 294 6.81021102 7.07215228 7.71876000 7.57692629 6.96810492 6.72700989
## 295 6.77368494 7.03539732 7.67303823 7.53302290 6.92645968 6.68201578
## 296 7.25375725 7.51617554 8.18817396 8.03941219 7.42264135 7.19260768
## 297 6.76896383 7.02957473 7.68031525 7.53643264 6.92573560 6.68633092
## 298 6.82344797 7.08318255 7.72449202 7.58444627 6.97920902 6.73576773
## 299 6.75593106 7.02078603 7.67029631 7.52661653 6.91687634 6.68218475
## 300 6.87399999 7.13101081 7.78908306 7.64395553 7.03413096 6.79718406
## 25 26 27 28 29 30
## 2
## 3
## 4
## 5
## 6
## 7
## 8
## 9
## 10
## 11
## 12
## 13
## 14
## 15
## 16
## 17
## 18
## 19
## 20
## 21
## 22
## 23
## 24
## 25
## 26 0.73701870
## 27 0.95547469 0.26623261
## 28 0.64462343 0.19015158 0.35473386
## 29 0.73377364 0.37987856 0.44902562 0.46061412
## 30 6.02008794 6.03628459 6.14801648 5.97738605 6.24272596
## 31 6.30979323 6.36756321 6.49515503 6.31088173 6.56026719 0.57868887
## 32 6.40170353 6.46310967 6.59137460 6.40701486 6.65124150 0.68155865
## 33 5.88892962 5.89149591 6.00711387 5.83767451 6.11341685 0.41582535
## 34 6.10870850 6.11078953 6.22141385 6.05515004 6.32478414 0.21029947
## 35 6.27189167 6.34037052 6.47068752 6.28290546 6.52878208 0.64329524
## 36 6.34904569 6.38088408 6.49896041 6.32413569 6.58069913 0.40471550
## 37 6.51697857 6.59125093 6.72575295 6.53667605 6.77718886 0.89484052
## 38 6.32396559 6.38861419 6.51715230 6.33168363 6.57527081 0.65315953
## 39 6.35176605 6.39575656 6.52113428 6.34039253 6.59736099 0.53411338
## 40 5.91615466 5.93574653 6.05483036 5.88043654 6.14854291 0.29843516
## 41 6.39608365 6.44551239 6.56976045 6.38885152 6.63998636 0.56364299
## 42 5.81776686 5.83242409 5.94650276 5.77558317 6.04106557 0.33785224
## 43 6.34148268 6.39734785 6.52408115 6.34070493 6.59008951 0.58090084
## 44 6.34319523 6.34445024 6.45304253 6.28976661 6.55179271 0.35083851
## 45 6.14848467 6.16041487 6.27301913 6.10429307 6.36804144 0.16412434
## 46 5.92749806 5.92486033 6.03670945 5.87064767 6.14347106 0.31591226
## 47 6.44187076 6.49809289 6.62451879 6.44221249 6.68738026 0.67203767
## 48 6.07141588 6.06141159 6.16376136 6.00456282 6.27011817 0.38412734
## 49 6.40393109 6.47428453 6.60587623 6.41764401 6.66242971 0.74341655
## 50 6.49607827 6.58084401 6.71593629 6.52376273 6.76172220 0.92154537
## 51 6.59309506 6.67664449 6.80997688 6.61943646 6.85474421 0.98215982
## 52 6.26060923 6.29602152 6.41703724 6.24042265 6.49564002 0.38773557
## 53 6.25225838 6.31049963 6.43663902 6.25134983 6.50496338 0.49955177
## 54 6.13769575 6.16484837 6.28217664 6.10665386 6.37190263 0.23699958
## 55 6.20471389 6.24081297 6.36014321 6.18293727 6.44103223 0.30069788
## 56 6.18595213 6.21096116 6.32800704 6.15471486 6.41451246 0.24714181
## 57 6.08548889 6.09707265 6.20903156 6.03961767 6.30707923 0.11117703
## 58 6.00127576 6.00581685 6.11603796 5.94848808 6.21954914 0.15606149
## 59 6.34928621 6.43728817 6.57307911 6.37728266 6.62392142 0.81548092
## 60 6.35439142 6.38643727 6.50409074 6.33108635 6.57976410 0.46025028
## 61 6.43585753 6.47177040 6.59091305 6.41670371 6.66396519 0.55117470
## 62 6.55221340 6.62033449 6.75282305 6.56551069 6.80984903 0.85949785
## 63 6.41832567 6.45192454 6.57039803 6.39719756 6.64398110 0.53446676
## 64 5.99338582 5.97903730 6.08814159 5.92704940 6.19944469 0.37445445
## 65 6.31499767 6.33076147 6.44502218 6.27647148 6.53348755 0.34815753
## 66 6.28518568 6.31532523 6.43411791 6.26069618 6.51224486 0.39651283
## 67 6.22661481 6.26435476 6.38150570 6.20689512 6.45351506 0.41140663
## 68 6.34171949 6.35768642 6.47199098 6.30404320 6.55792724 0.39267211
## 69 6.27487591 6.29921478 6.41525821 6.24447438 6.49585424 0.35977550
## 70 6.45397108 6.49982052 6.62073618 6.44430180 6.68477010 0.65258474
## 71 6.37449883 6.42936249 6.55293664 6.37287461 6.61163729 0.68934102
## 72 6.37740396 6.41279066 6.53307432 6.35864945 6.60582236 0.51868101
## 73 6.69646097 6.79586280 6.93966954 6.74094337 6.97986976 1.22172850
## 74 5.99478860 5.96773103 6.06579043 5.91234200 6.18226623 0.37817863
## 75 6.32178216 6.35244148 6.46785818 6.29690272 6.54048220 0.48330342
## 76 6.40917327 6.44674835 6.56398390 6.39043188 6.63417833 0.55886652
## 77 6.44871528 6.47377466 6.58880778 6.41870460 6.66871238 0.50746784
## 78 6.20470963 6.23515833 6.35932299 6.18239014 6.44290372 0.46240761
## 79 6.40728997 6.46294231 6.58848319 6.40757004 6.64808107 0.67368670
## 80 6.12312371 6.14651935 6.26311108 6.09097649 6.34772491 0.21799425
## 81 6.28745349 6.33658087 6.45493413 6.27737718 6.51857708 0.58789823
## 82 6.48558124 6.54002895 6.66274785 6.48320211 6.72321120 0.71169172
## 83 6.22762828 6.22424976 6.32793463 6.16799616 6.42639974 0.30969614
## 84 6.31086022 6.29507358 6.39701843 6.24091393 6.50408842 0.39412982
## 85 6.36899496 6.40248616 6.51930890 6.34649212 6.59306502 0.49015186
## 86 6.22533213 6.21884494 6.31902719 6.16304867 6.41264128 0.45155265
## 87 6.58759819 6.65993289 6.78917248 6.60399656 6.83623396 0.93704846
## 88 6.29932747 6.33232533 6.45101251 6.27629069 6.52952820 0.39076947
## 89 6.41406851 6.48502065 6.62649228 6.43204695 6.69513867 1.00850402
## 90 6.29446873 6.37848394 6.52882731 6.32781097 6.59216565 1.24715770
## 91 6.36985142 6.45145042 6.59764432 6.40011094 6.65597859 1.09999820
## 92 7.40414748 7.60854413 7.78513391 7.55584632 7.75401265 2.69667348
## 93 6.43998483 6.52893002 6.67434392 6.47514693 6.72831667 1.07940579
## 94 7.46923411 7.67269609 7.84944067 7.61971374 7.82112177 2.72390054
## 95 6.60825953 6.70516403 6.85333649 6.65238340 6.90035550 1.25240921
## 96 6.28189972 6.39881074 6.56209538 6.34935173 6.60621173 1.60006615
## 97 6.33960978 6.44167470 6.59344503 6.38803776 6.64315723 1.21594097
## 98 6.34764293 6.44992155 6.60300396 6.39707386 6.65333868 1.26984436
## 99 6.44262846 6.58782262 6.75259578 6.53442964 6.77165724 1.62130587
## 100 6.55102425 6.65348318 6.80394878 6.60063323 6.84805623 1.27617169
## 101 6.02360024 6.07919551 6.21750955 6.02576099 6.29985071 0.87183852
## 102 6.04823319 6.08173895 6.21188184 6.02876330 6.30628361 0.72957263
## 103 5.93818366 6.02539640 6.17706115 5.97110680 6.24877508 1.25573936
## 104 6.53603029 6.66258027 6.82273721 6.61018970 6.85513664 1.54371945
## 105 6.60774955 6.74329099 6.90170572 6.68728696 6.92872987 1.51960362
## 106 5.93818366 6.02539640 6.17706115 5.97110680 6.24877508 1.25573936
## 107 6.34416005 6.44330314 6.59024976 6.38836040 6.63620718 1.07128906
## 108 6.39280909 6.50703821 6.66270586 6.45350359 6.70445965 1.34383770
## 109 6.05490284 6.12728517 6.26895425 6.07236250 6.33875887 0.87078990
## 110 6.12110379 6.20406519 6.35028068 6.14936909 6.41669315 1.03181598
## 111 5.98859128 6.04391085 6.18240540 5.98885456 6.27223703 0.96661365
## 112 5.98731683 6.03864363 6.17275042 5.98209997 6.26133405 0.75683148
## 113 6.03142857 6.10025133 6.24146034 6.04436820 6.31920308 0.91464698
## 114 6.96476568 7.14812118 7.31589538 7.08930395 7.30960136 2.07916782
## 115 6.44262846 6.58782262 6.75259578 6.53442964 6.77165724 1.62130587
## 116 6.50579730 6.60751513 6.75484445 6.55191304 6.80130373 1.15522461
## 117 6.75904840 6.87733357 7.03329322 6.82645572 7.06280410 1.56366514
## 118 6.07734391 6.12769956 6.26750691 6.07787409 6.35001941 0.98333844
## 119 6.36036213 6.45566982 6.60429616 6.40175178 6.65740581 1.14140553
## 120 7.25181769 7.40775784 7.56959657 7.35663843 7.56314376 2.17669955
## 121 6.33981930 6.42202022 6.56960267 6.37114447 6.62878622 1.13908062
## 122 6.38043687 6.45541517 6.60157015 6.40553931 6.66536817 1.14855139
## 123 7.52330112 7.72119524 7.89954282 7.67038516 7.87639213 2.76958721
## 124 6.29560689 6.39211050 6.54141061 6.33634637 6.59905245 1.16423058
## 125 6.40916709 6.47792528 6.61481931 6.42263582 6.68285710 0.84594495
## 126 6.48775786 6.56124706 6.70240761 6.50968586 6.76172877 1.01747667
## 127 7.54404251 7.73149222 7.90437778 7.68030177 7.88322807 2.66665412
## 128 6.16659329 6.21319634 6.34683060 6.15961337 6.43259925 0.76808186
## 129 6.47112834 6.56052980 6.71264374 6.51309393 6.76205238 1.34256056
## 130 6.57909610 6.67621320 6.82653807 6.62485532 6.87435092 1.31315079
## 131 6.68211555 6.79810431 6.95480172 6.74796836 6.98696368 1.54032151
## 132 6.59364870 6.69609704 6.84707939 6.64448035 6.88909995 1.32679524
## 133 6.54808994 6.65076533 6.80470157 6.59974402 6.85209667 1.39953205
## 134 6.39013276 6.48289204 6.63117963 6.42895638 6.68725316 1.14651124
## 135 6.39431563 6.46497751 6.60523130 6.41220103 6.67026089 0.94642725
## 136 6.52073519 6.62707702 6.77923137 6.57398614 6.82278312 1.30528053
## 137 6.47798586 6.58251035 6.73404314 6.52939840 6.77864862 1.26879650
## 138 6.13484112 6.19245149 6.33425911 6.14099270 6.41751104 1.06374041
## 139 6.22408442 6.31085163 6.46051909 6.26003843 6.51738811 1.15603496
## 140 6.48429795 6.59287931 6.74451131 6.53913909 6.78550456 1.27214258
## 141 6.19187216 6.29972870 6.45213760 6.24296265 6.50349265 1.17219972
## 142 6.38942915 6.48415908 6.63434131 6.43146570 6.68835797 1.21094832
## 143 6.31148026 6.37689408 6.52235863 6.32702158 6.59994799 1.22240762
## 144 6.42383133 6.53685410 6.69017753 6.48116279 6.73427678 1.28053445
## 145 6.67718773 6.79496175 6.95058587 6.74303398 6.98350424 1.50002644
## 146 6.27535156 6.33408312 6.47251302 6.28057893 6.55324315 0.93273113
## 147 6.92098422 7.08022232 7.24370599 7.02443825 7.24989718 1.88882592
## 148 6.56076953 6.67236985 6.82605126 6.61961819 6.86471179 1.36857843
## 149 6.47798586 6.58251035 6.73404314 6.52939840 6.77864862 1.26879650
## 150 5.75376962 6.00190181 6.20859363 5.95460734 6.17065737 2.79445406
## 151 5.62579717 5.84719070 6.04630932 5.80140461 6.01716289 2.51227802
## 152 6.10297520 6.34020816 6.54695733 6.29747942 6.51283950 2.94178987
## 153 6.05795678 6.28966456 6.49333509 6.24431774 6.46634280 2.80023873
## 154 6.05659858 6.26960440 6.46874326 6.22507465 6.45277398 2.66019897
## 155 6.23176362 6.47000722 6.67642535 6.42675147 6.64250761 2.97257317
## 156 5.75310765 5.97390720 6.17602306 5.92982693 6.15356483 2.67586191
## 157 5.84054521 6.06260244 6.26633950 6.02077577 6.24066998 2.77122386
## 158 5.73403515 5.95667235 6.16018896 5.91367226 6.13560035 2.72943229
## 159 6.03775216 6.28469898 6.49386977 6.23957490 6.46177750 3.01195001
## 160 5.77579345 5.98534075 6.18705510 5.95075841 6.14747389 2.72997942
## 161 6.02416772 6.27183029 6.47788331 6.22714771 6.43156788 2.85559758
## 162 5.88262514 6.12018422 6.32757372 6.07682289 6.29591704 2.89953856
## 163 5.79036801 6.02826945 6.23495937 5.98600266 6.19501762 2.83409577
## 164 5.77797146 6.00289719 6.20465700 5.95810560 6.17671449 2.64872892
## 165 5.96748718 6.21461418 6.42217615 6.16981055 6.38204636 2.90026031
## 166 5.24665147 5.45219054 5.64930678 5.40558789 5.63711606 2.44337382
## 167 5.79932140 6.05914021 6.27043597 6.01261198 6.22833401 2.98679660
## 168 5.71508924 5.93128593 6.13128264 5.88622826 6.11181035 2.58648680
## 169 5.70928820 5.94289840 6.14481918 5.89562169 6.11247355 2.61371998
## 170 5.88571917 6.13509758 6.34558832 6.09228980 6.30443545 3.00524042
## 171 5.85269536 6.07265469 6.27341717 6.02756894 6.25207859 2.64192772
## 172 5.84131095 6.07112252 6.27454169 6.02588120 6.24730380 2.72530793
## 173 5.98470587 6.22997662 6.43765994 6.18529745 6.40047498 2.91681870
## 174 6.00525949 6.21320984 6.40896654 6.16589840 6.39932616 2.50987675
## 175 5.76256971 5.98180763 6.18387660 5.93667385 6.16786520 2.69570880
## 176 5.39476899 5.61289212 5.81327249 5.56715577 5.79071387 2.54336830
## 177 5.62879971 5.86102245 6.06448611 5.81607781 6.03035779 2.66800064
## 178 5.33929077 5.53748782 5.73405325 5.49590532 5.71467902 2.44585030
## 179 5.72198472 5.94825512 6.14943282 5.90353895 6.11682349 2.60606017
## 180 6.10297520 6.34020816 6.54695733 6.29747942 6.51283950 2.94178987
## 181 6.05795678 6.28966456 6.49333509 6.24431774 6.46634280 2.80023873
## 182 3.68770290 4.02018733 4.26372777 3.98424775 4.18669754 4.27252359
## 183 4.51462504 4.81739877 5.05762222 4.79336302 4.97971205 4.23748110
## 184 3.67334081 3.95580487 4.18992832 3.91948584 4.14975598 4.07763873
## 185 3.93627236 4.24730637 4.48785945 4.21526008 4.41894001 4.19021208
## 186 4.03931435 4.37043509 4.61265292 4.33378925 4.53724316 4.19971135
## 187 3.80925079 4.12486914 4.36541711 4.08957411 4.30137979 4.21389230
## 188 3.83308552 4.15289038 4.39398890 4.11629080 4.33434570 4.30137660
## 189 4.31010790 4.53031119 4.75263564 4.50279215 4.74752393 3.93573258
## 190 4.89613733 5.18039927 5.41590361 5.15475948 5.35778748 4.17932643
## 191 4.25515260 4.63262922 4.88257648 4.59861175 4.76339386 4.43259351
## 192 3.95921626 4.24072086 4.47748399 4.21338778 4.42431334 4.17664121
## 193 3.86001265 4.13996808 4.37542633 4.10953041 4.32799686 4.12078010
## 194 3.93039510 4.29203799 4.54049319 4.25773347 4.43904599 4.41190422
## 195 3.79240080 4.11874623 4.36032419 4.08111049 4.29113913 4.20584365
## 196 5.00932473 5.33279976 5.57565627 5.30858288 5.48209134 4.39022876
## 197 5.13593208 5.46075508 5.70412556 5.43889433 5.60223418 4.43643655
## 198 4.87278307 5.16061654 5.39804387 5.13839285 5.32996524 4.24946759
## 199 3.85101778 4.12977792 4.36513070 4.09968370 4.31639844 4.10956939
## 200 3.81421036 4.16760398 4.41355178 4.12839117 4.33070220 4.35907544
## 201 4.32762212 4.70255992 4.95185417 4.66942304 4.83378686 4.44027786
## 202 3.93996666 4.23751532 4.47506822 4.20434847 4.41865754 4.12046972
## 203 3.73031962 4.05118398 4.29187344 4.01322358 4.22811450 4.20358022
## 204 3.75985361 4.06767938 4.30586344 4.03003555 4.25020941 4.13308655
## 205 3.90309268 4.26074649 4.50832332 4.22546209 4.41170564 4.37769827
## 206 3.94009417 4.29536199 4.54283092 4.26086764 4.44673759 4.38023853
## 207 4.72127839 5.04325872 5.28614241 5.01730830 5.19903925 4.34836396
## 208 4.24832667 4.57927381 4.82318222 4.54794624 4.74123970 4.32265017
## 209 4.06071456 4.39811051 4.64373624 4.36724681 4.55689543 4.38146747
## 210 3.98040082 4.31810362 4.56346483 4.28557613 4.48062024 4.38006841
## 211 4.48583705 4.71526326 4.94091120 4.69174716 4.92188346 4.00819662
## 212 4.39489177 4.64741965 4.87735788 4.62139066 4.84481948 4.04226585
## 213 5.29940528 5.43123944 5.64098487 5.46970453 5.53365907 4.73251296
## 214 5.87274735 6.01553341 6.22333741 6.05750978 6.09156356 5.06194969
## 215 5.43888238 5.56998369 5.77958397 5.60443538 5.68301336 4.60987710
## 216 5.42291981 5.59227175 5.80826089 5.62392587 5.68371838 4.72666797
## 217 5.15919958 5.27288442 5.48148603 5.30658420 5.40640180 4.44806396
## 218 5.66878372 5.77988727 5.98625770 5.81804930 5.89958431 4.57250675
## 219 6.08530710 6.25269229 6.46564463 6.29108928 6.32476140 5.16875433
## 220 5.60874109 5.75035818 5.95880376 5.79220398 5.82857204 4.96035146
## 221 6.30098659 6.41756339 6.62024955 6.45587728 6.52169367 4.93508269
## 222 5.80546204 6.02469743 6.24949723 6.05334451 6.09517209 5.10517108
## 223 6.12271259 6.34007705 6.56360314 6.36731954 6.41297045 5.15938364
## 224 5.62961926 5.75637579 5.96476611 5.79039902 5.87281641 4.59353100
## 225 5.05322530 5.21283773 5.42796921 5.24952796 5.30026156 4.78339488
## 226 5.26936677 5.40523533 5.61532887 5.44158018 5.50611742 4.61555047
## 227 5.47420676 5.57622481 5.77912708 5.61373422 5.69571648 4.51325544
## 228 5.71416086 5.81083491 6.01257811 5.84455757 5.94655090 4.47003525
## 229 5.50110300 5.66782657 5.88458426 5.69446035 5.77904217 4.57914465
## 230 5.73886813 5.99228665 6.22213642 6.01719446 6.05015455 5.31880629
## 231 5.28267673 5.39597455 5.60068936 5.43525595 5.50086368 4.60505415
## 232 5.49389203 5.63831177 5.84849005 5.67646971 5.72850420 4.87388606
## 233 6.12936310 6.33266307 6.55288480 6.36118071 6.41294968 5.26289028
## 234 6.12043639 6.20776370 6.40685203 6.24970969 6.32636280 4.66124095
## 235 6.18797214 6.34255527 6.55524488 6.37114549 6.45570322 4.81290153
## 236 6.10168216 6.21870915 6.42223828 6.25845162 6.31956384 4.87094049
## 237 4.79926135 4.92693926 5.13778946 4.95921531 5.04949217 4.45614571
## 238 6.06861044 6.23525277 6.44976116 6.26745062 6.32825736 4.93099252
## 239 5.69724195 5.80746485 6.01258125 5.84423787 5.92998815 4.66455378
## 240 4.14253591 4.40138691 4.63329190 4.40903176 4.49227026 4.63481680
## 241 4.08646425 4.31230967 4.53888609 4.32416285 4.41355366 4.57070705
## 242 4.72026635 4.96472089 5.19349851 4.97464240 5.05475451 4.46170929
## 243 5.06987415 5.29827766 5.52185346 5.30913089 5.39011688 4.45236765
## 244 4.60756730 4.85710120 5.08620970 4.86464592 4.94561528 4.38189221
## 245 4.33037684 4.59366356 4.82515899 4.60136578 4.67792556 4.63925189
## 246 4.82322951 5.05848674 5.28482326 5.06694761 5.15540494 4.37425698
## 247 4.80996416 5.05350848 5.28225903 5.06310087 5.14638293 4.46148034
## 248 5.96899291 6.10016688 6.30653434 6.14141276 6.18834655 4.97984369
## 249 4.64378113 4.88592016 5.11426518 4.89699601 4.97321065 4.45762274
## 250 4.71911917 4.94990548 5.17591661 4.95801516 5.05193421 4.34701881
## 251 4.69256421 4.93496823 5.16317479 4.94045515 5.03647606 4.33186137
## 252 4.96668926 5.21334776 5.44093112 5.22235479 5.29974909 4.46551566
## 253 4.37274475 4.72794553 4.97012682 4.73147149 4.75732347 5.18316959
## 254 4.29030096 4.66150042 4.90546112 4.66190631 4.68483722 5.16236033
## 255 4.39621481 4.76665592 5.01090712 4.76923734 4.78822703 5.24580912
## 256 4.71991654 4.96470646 5.19318410 4.97455869 5.05319606 4.45879131
## 257 4.80913839 5.05911868 5.28800507 5.06671588 5.14869778 4.43136242
## 258 4.84398354 5.09060579 5.31955057 5.10004432 5.18087290 4.47870856
## 259 4.73720873 4.99109837 5.22166390 4.99683744 5.08644235 4.40142905
## 260 4.76239664 4.99916818 5.22630686 5.01082934 5.08872333 4.46574908
## 261 4.84664726 5.08795260 5.31575321 5.09895704 5.17626381 4.47453260
## 262 5.07374465 5.31749699 5.54419691 5.32785053 5.40385514 4.57191392
## 263 4.03195752 4.29876419 4.53161048 4.30439667 4.38699023 4.62566890
## 264 5.05277138 5.32115447 5.55265810 5.32936228 5.39791233 4.60803852
## 265 4.51686795 4.85502946 5.09526668 4.86222507 4.89198481 5.25941323
## 266 5.06813667 5.28731642 5.50980102 5.29878103 5.38702321 4.45976298
## 267 4.37381872 4.58224013 4.80300761 4.59384970 4.69139483 4.57121224
## 268 4.15703574 4.39091878 4.61727226 4.40096107 4.49068964 4.66534577
## 269 4.23749643 4.47447984 4.70273862 4.48182270 4.58321599 4.57236198
## 270 4.25191691 4.49813672 4.72707621 4.50298651 4.60299688 4.53661346
## 271 5.73886813 5.99228665 6.22213642 6.01719446 6.05015455 5.31880629
## 272 6.78237215 7.06270986 7.28483434 7.02542133 7.22588801 3.91651724
## 273 6.84300831 7.10467977 7.32283356 7.06760459 7.27872936 3.82327916
## 274 6.82041012 7.08218372 7.29992233 7.04546244 7.25213659 3.77324669
## 275 6.77157732 7.02383664 7.24160768 6.99037418 7.19798337 3.80920662
## 276 6.64107748 6.89019120 7.10521037 6.85349298 7.06663102 3.59274277
## 277 7.06148516 7.33145539 7.55221415 7.29839988 7.49116811 4.04353633
## 278 7.20188437 7.48199202 7.70286106 7.44261018 7.65024997 4.10833412
## 279 6.98972387 7.26062502 7.48225682 7.22521027 7.43215019 4.07346774
## 280 6.90472035 7.18534701 7.40569536 7.14519425 7.35025716 3.88326782
## 281 6.43146217 6.69686538 6.91775387 6.66222532 6.86665116 3.74180336
## 282 6.78013189 7.04669492 7.26688019 7.01094110 7.21737615 3.87808454
## 283 6.65523351 6.90862388 7.12610222 6.87520278 7.07763790 3.70875457
## 284 6.86181440 7.14048851 7.36348356 7.10599789 7.30111220 4.01870498
## 285 6.77893199 7.04406462 7.26475343 7.01032592 7.21265410 3.91316374
## 286 6.91882844 7.20048074 7.42351782 7.16447423 7.36240970 4.04226637
## 287 6.88431265 7.14986613 7.36976823 7.11330665 7.32541043 3.94523265
## 288 6.84923240 7.12507100 7.34534741 7.08668851 7.29120118 3.87301533
## 289 6.92414241 7.19265885 7.41227998 7.15627078 7.36048815 3.90971339
## 290 6.89970296 7.16738230 7.38672883 7.13200663 7.33114734 3.87641174
## 291 6.72657173 6.98441562 7.20106880 6.94863759 7.15104417 3.67043395
## 292 6.76595845 7.03286573 7.25407829 7.00042724 7.19550197 3.91764921
## 293 6.78893372 7.04869710 7.26799695 7.01489360 7.21904688 3.86344131
## 294 6.84203604 7.10577189 7.32503967 7.07036987 7.27553084 3.86796509
## 295 6.80769067 7.06192551 7.27953195 7.02799208 7.23364189 3.80125717
## 296 7.27930217 7.56749465 7.79145767 7.53035505 7.72993321 4.29275726
## 297 6.79789619 7.06439049 7.28477695 7.02961313 7.23300318 3.89726462
## 298 6.85413246 7.11465471 7.33253881 7.07826351 7.28647151 3.81148820
## 299 6.79426129 7.05811398 7.27662257 7.02255379 7.22366445 3.78612273
## 300 6.89657533 7.17332257 7.39464791 7.13557610 7.34130965 3.96196914
## 31 32 33 34 35 36
## 2
## 3
## 4
## 5
## 6
## 7
## 8
## 9
## 10
## 11
## 12
## 13
## 14
## 15
## 16
## 17
## 18
## 19
## 20
## 21
## 22
## 23
## 24
## 25
## 26
## 27
## 28
## 29
## 30
## 31
## 32 0.14156572
## 33 0.77856103 0.89758655
## 34 0.62869970 0.72885075 0.31839483
## 35 0.11511502 0.16517972 0.84693449 0.71665911
## 36 0.29030959 0.34704961 0.65947466 0.41722941 0.39338445
## 37 0.33455064 0.23299011 1.05592980 0.91861979 0.32333124 0.54793735
## 38 0.12313824 0.11152844 0.88201100 0.72560249 0.08337703 0.37076223
## 39 0.20970727 0.28330257 0.66605362 0.51571337 0.31659523 0.22503943
## 40 0.60235822 0.72446654 0.19860213 0.27905820 0.66151144 0.51646213
## 41 0.12607600 0.15764401 0.78740659 0.59490616 0.22786496 0.20451826
## 42 0.70892692 0.83595904 0.40901863 0.42537240 0.74529120 0.63903588
## 43 0.04101803 0.12155737 0.79013752 0.62620042 0.14313551 0.26714474
## 44 0.56250028 0.62352315 0.58295693 0.27748687 0.66447763 0.28590413
## 45 0.50680250 0.60369944 0.41804355 0.14416301 0.59311713 0.29432732
## 46 0.75282696 0.86590333 0.13315320 0.21654690 0.82601809 0.59754366
## 47 0.16506778 0.07988300 0.89687208 0.71108861 0.21532366 0.31638261
## 48 0.81865364 0.90422100 0.58731071 0.40509557 0.88924753 0.61799585
## 49 0.17053009 0.10263196 0.93293806 0.78939100 0.15224632 0.42386507
## 50 0.36145490 0.25454583 1.12248485 0.97625771 0.31158546 0.59414954
## 51 0.43634999 0.31687221 1.21026017 1.03908495 0.39578606 0.63752191
## 52 0.22978473 0.32306510 0.59798131 0.40737939 0.32967316 0.12698975
## 53 0.17839965 0.23935256 0.72179557 0.56253697 0.23236752 0.25504395
## 54 0.45862067 0.55033927 0.43423573 0.23839125 0.54048386 0.28140631
## 55 0.28691574 0.38727232 0.56721714 0.36215501 0.36902809 0.15342002
## 56 0.36512042 0.46667347 0.48975918 0.27103302 0.45269685 0.19006253
## 57 0.56704823 0.67073092 0.36600404 0.11021915 0.64642647 0.36940353
## 58 0.67141158 0.78137865 0.29291622 0.12979931 0.74517384 0.48864550
## 59 0.34535239 0.29562966 0.98929983 0.87218713 0.31036405 0.54482002
## 60 0.28180617 0.30692280 0.74714288 0.50491719 0.36541525 0.14267318
## 61 0.27467615 0.25868693 0.81877192 0.57993533 0.35929773 0.18298568
## 62 0.30802683 0.21675841 1.02005029 0.87119309 0.32391632 0.49564466
## 63 0.28920146 0.27819976 0.80585186 0.56453730 0.37285146 0.18009813
## 64 0.79579071 0.90093431 0.19937574 0.22173402 0.87848754 0.61568654
## 65 0.39603203 0.46506319 0.58615001 0.32466241 0.49734044 0.15153308
## 66 0.26208069 0.32810486 0.64369489 0.42520884 0.35606526 0.11681479
## 67 0.33413026 0.37449159 0.75341814 0.52620903 0.37577768 0.26170664
## 68 0.40053880 0.44498212 0.63517870 0.37208132 0.50107101 0.14907654
## 69 0.33304501 0.39000146 0.64223796 0.39832285 0.41979763 0.13946201
## 70 0.30454349 0.23257645 0.94115170 0.71099410 0.34529661 0.31907331
## 71 0.39367273 0.31560878 0.95825249 0.75501722 0.41357028 0.41440921
## 72 0.24291183 0.24680417 0.76265803 0.54269838 0.33293280 0.16637022
## 73 0.65121174 0.58016168 1.33759617 1.23640532 0.61706648 0.88222983
## 74 0.92174408 1.01042431 0.50279814 0.35100184 0.99796111 0.69333164
## 75 0.38034687 0.38064216 0.81204249 0.56121257 0.43607138 0.26284695
## 76 0.33863057 0.31499019 0.87850979 0.62753450 0.39269809 0.26419551
## 77 0.37031042 0.37370775 0.79225059 0.52342404 0.46072246 0.17266621
## 78 0.37192975 0.47256593 0.47093883 0.39867635 0.46002201 0.33330743
## 79 0.19998720 0.10958825 0.92412906 0.73319871 0.21775313 0.34577961
## 80 0.39295662 0.48949942 0.48250291 0.27813956 0.46794439 0.24230255
## 81 0.45831630 0.42634905 0.92416273 0.69628424 0.47724174 0.40997093
## 82 0.30693439 0.22068546 1.00288896 0.77958979 0.32467787 0.37889050
## 83 0.66802222 0.72500101 0.64055342 0.34181737 0.74793733 0.41425534
## 84 0.73538073 0.79264686 0.61815272 0.31951235 0.83118257 0.45873190
## 85 0.32328789 0.32410028 0.80164214 0.54990008 0.39290822 0.19681599
## 86 0.75595751 0.79365366 0.80553734 0.52889279 0.81840452 0.53804858
## 87 0.43657263 0.30448275 1.19231428 0.99760141 0.41164128 0.59178170
## 88 0.25781318 0.32241223 0.65639249 0.42784632 0.35252471 0.07913397
## 89 0.65277816 0.69535027 0.92692833 0.94946701 0.68019805 0.79344120
## 90 0.94183644 0.99130023 1.08335181 1.18771187 0.94975773 1.09619397
## 91 0.70489520 0.73503929 1.02118048 1.05866794 0.70866195 0.88735658
## 92 2.12686754 2.04800617 2.79201317 2.73230552 2.05958639 2.37844900
## 93 0.61907065 0.62799426 1.06569858 1.05782748 0.61231874 0.82569140
## 94 2.15361704 2.07423453 2.81395997 2.75363187 2.09022437 2.40009560
## 95 0.74683574 0.72288061 1.26080420 1.23035730 0.73346418 0.95844685
## 96 1.25414373 1.28911484 1.44074348 1.56265172 1.23463296 1.45099822
## 97 0.80405428 0.83160648 1.14757498 1.19683273 0.78415478 1.01675749
## 98 0.87190672 0.90086872 1.18102711 1.24280282 0.85563779 1.07665319
## 99 1.13956098 1.12539038 1.60031839 1.63392846 1.08386751 1.39544967
## 100 0.78394795 0.76337897 1.27031456 1.25729386 0.76491453 0.99970243
## 101 0.77989358 0.88085160 0.64045566 0.80774472 0.81130325 0.85492433
## 102 0.74789290 0.86166327 0.46197965 0.63485761 0.80320848 0.75454169
## 103 1.11900222 1.20266185 1.01082097 1.20793999 1.12393514 1.23838936
## 104 1.06523936 1.05754918 1.50409768 1.53319746 1.02829885 1.30187281
## 105 0.99891055 0.96953769 1.54578639 1.53175471 0.94883007 1.24939014
## 106 1.11900222 1.20266185 1.01082097 1.20793999 1.12393514 1.23838936
## 107 0.58680223 0.60076500 1.09189546 1.08463855 0.54578077 0.83986914
## 108 0.90179763 0.91522512 1.28957340 1.33257898 0.87059487 1.13053687
## 109 0.67706715 0.75889207 0.72421491 0.83808411 0.69094054 0.79920534
## 110 0.77882066 0.85763265 0.88422317 0.99963587 0.78036281 0.93574660
## 111 0.92797735 1.03778633 0.70049083 0.89815820 0.95913573 0.98894672
## 112 0.75059937 0.86361177 0.52422459 0.69707558 0.78969832 0.78838219
## 113 0.79222456 0.88291412 0.71367563 0.86407580 0.81549918 0.88123279
## 114 1.52354520 1.45794023 2.17859602 2.12305771 1.45283731 1.78144674
## 115 1.13956098 1.12539038 1.60031839 1.63392846 1.08386751 1.39544967
## 116 0.64717030 0.63295165 1.18633382 1.15391957 0.62055082 0.87867710
## 117 1.02929055 0.97853890 1.58333034 1.55168190 0.99753739 1.25567114
## 118 0.86534640 0.95520568 0.72949700 0.89957336 0.89991657 0.94143842
## 119 0.71888932 0.75130994 1.09053673 1.12334935 0.70253650 0.93283142
## 120 1.60151324 1.50402279 2.29854051 2.20281171 1.54670581 1.82978557
## 121 0.77405635 0.80857912 1.03178552 1.09127591 0.77947114 0.94585050
## 122 0.79865796 0.83775936 1.02552967 1.08703450 0.81371065 0.95451399
## 123 2.20269574 2.12815504 2.83051047 2.78369148 2.14681018 2.44370534
## 124 0.84607335 0.86951412 1.06857507 1.12713102 0.84953743 0.99176528
## 125 0.43763166 0.48264132 0.85029426 0.81268383 0.47006144 0.59489344
## 126 0.55635584 0.56203056 1.00920033 0.98006877 0.57025250 0.74040883
## 127 2.09195176 2.00645229 2.75958824 2.68721043 2.03576612 2.32721485
## 128 0.65806077 0.75226100 0.58080578 0.68216622 0.71166558 0.69835364
## 129 0.92209962 0.92862688 1.24910502 1.29458804 0.91762329 1.11222616
## 130 0.83261354 0.82865069 1.28449233 1.28427670 0.81874001 1.04564230
## 131 1.02358685 0.99067614 1.53246539 1.52399755 0.99267886 1.25376125
## 132 0.81791283 0.79639553 1.32590599 1.30953685 0.79461134 1.04377781
## 133 0.95300977 0.95641355 1.33132784 1.36207424 0.94104008 1.15571811
## 134 0.74073222 0.76809583 1.08082959 1.11494026 0.73611037 0.93242228
## 135 0.54532068 0.58679439 0.90520721 0.90512169 0.56541957 0.71501403
## 136 0.82363680 0.81456909 1.28475669 1.28792129 0.80061236 1.04540605
## 137 0.79234434 0.79241346 1.24583218 1.25454422 0.76725105 1.01958553
## 138 0.92709652 1.01287856 0.81667737 0.97840790 0.96033258 1.00710651
## 139 0.81639532 0.86715096 1.03054932 1.12123189 0.80933258 1.00338639
## 140 0.77396273 0.76697142 1.27394756 1.26995544 0.73895308 1.01562509
## 141 0.83927910 0.87493138 1.08268150 1.15916108 0.82175563 1.02358499
## 142 0.80474804 0.83309803 1.13217807 1.17839758 0.79595029 1.00288564
## 143 0.99122177 1.05913791 1.01301734 1.13657989 1.01855280 1.10162750
## 144 0.84552408 0.84203807 1.24609897 1.26663541 0.82357569 1.05051148
## 145 0.97528126 0.94291381 1.50864655 1.49107017 0.94073308 1.21123200
## 146 0.72170610 0.80107734 0.77001326 0.85384052 0.76279446 0.80841433
## 147 1.33203656 1.26070920 1.96736967 1.91233627 1.27495991 1.57581698
## 148 0.86897639 0.84837265 1.36088427 1.35629871 0.83985188 1.09799701
## 149 0.79234434 0.79241346 1.24583218 1.25454422 0.76725105 1.01958553
## 150 2.49357741 2.51804508 2.64670525 2.82085818 2.42836941 2.73100671
## 151 2.22948833 2.25588518 2.36588577 2.54138151 2.16489135 2.46148611
## 152 2.60154185 2.61439169 2.78425087 2.94667474 2.54476790 2.83594475
## 153 2.46529760 2.48198808 2.64371344 2.80676511 2.40859611 2.69920914
## 154 2.33339690 2.35242128 2.49156234 2.65812019 2.28224711 2.55937776
## 155 2.61397993 2.62206062 2.82226493 2.97506738 2.55774265 2.85045379
## 156 2.39264987 2.42252190 2.49944020 2.68655199 2.33660570 2.61737775
## 157 2.47253337 2.49965963 2.59454377 2.77842770 2.41661368 2.70114002
## 158 2.45075805 2.48072358 2.54919636 2.73931556 2.39510490 2.67401229
## 159 2.69106563 2.71265720 2.84379797 3.01800502 2.63458140 2.92326505
## 160 2.41995745 2.43551495 2.57508125 2.74548742 2.35894404 2.65354542
## 161 2.49745615 2.50521896 2.73510430 2.88123641 2.42906118 2.74794601
## 162 2.59583281 2.62017164 2.72760707 2.90866336 2.53862849 2.82569141
## 163 2.52830790 2.54826479 2.67893116 2.85336285 2.46591817 2.76295799
## 164 2.35141978 2.37407346 2.48980469 2.66511792 2.29206726 2.58028363
## 165 2.56585842 2.58268117 2.75588411 2.91898770 2.50204964 2.80862392
## 166 2.26344361 2.31458874 2.25002442 2.46914649 2.20823847 2.46499357
## 167 2.68764596 2.71266519 2.82906465 3.00854419 2.62436458 2.92304248
## 168 2.30915051 2.34033554 2.41191964 2.59916539 2.25292082 2.53256142
## 169 2.31571872 2.34046550 2.47104048 2.64244406 2.25006301 2.55261495
## 170 2.69377144 2.71555524 2.84250242 3.01993174 2.63282925 2.92944923
## 171 2.33975864 2.36504568 2.47439254 2.65148536 2.28356074 2.56769049
## 172 2.42156751 2.44599160 2.56201393 2.73861890 2.36299119 2.65244842
## 173 2.58682141 2.60460549 2.76454376 2.93104879 2.52563258 2.82564125
## 174 2.18884789 2.21256076 2.34490270 2.51150091 2.13689013 2.41551094
## 175 2.42549728 2.45921947 2.50560109 2.69998895 2.37378353 2.64260599
## 176 2.32178150 2.36167183 2.36550072 2.56889131 2.26320520 2.53486583
## 177 2.38761160 2.41457677 2.51354543 2.69450447 2.32372486 2.61883229
## 178 2.23369924 2.27633631 2.26353699 2.47071546 2.17590864 2.44521123
## 179 2.30529710 2.32757051 2.46057280 2.63144904 2.24096734 2.54090276
## 180 2.60154185 2.61439169 2.78425087 2.94667474 2.54476790 2.83594475
## 181 2.46529760 2.48198808 2.64371344 2.80676511 2.40859611 2.69920914
## 182 4.28438141 4.36206465 4.04433028 4.31678502 4.23202420 4.43791780
## 183 4.15118203 4.21392524 3.99570454 4.26070319 4.09861852 4.33118096
## 184 4.12347281 4.20600878 3.82724336 4.10988381 4.07995015 4.25747868
## 185 4.18097906 4.25468455 3.95065446 4.22450638 4.13094381 4.33716843
## 186 4.17341298 4.24417282 3.96815303 4.23694858 4.12077018 4.33633497
## 187 4.22228136 4.30062509 3.97483987 4.25117664 4.17258356 4.37430771
## 188 4.31405104 4.39294812 4.05625217 4.33511166 4.26627018 4.46251437
## 189 3.94394226 4.02580449 3.64284482 3.93603486 3.91064069 4.07860748
## 190 4.06668596 4.12598557 3.92185657 4.18630005 4.01962652 4.24650833
## 191 4.35011089 4.40813782 4.23091637 4.48092686 4.28738803 4.53701407
## 192 4.17904718 4.25563939 3.92082358 4.20186449 4.13380630 4.32761749
## 193 4.13804798 4.21758656 3.86645887 4.14866789 4.09322701 4.28236604
## 194 4.37929737 4.44892631 4.19522149 4.45871021 4.32147494 4.55013462
## 195 4.21193338 4.28916802 3.97319231 4.24664599 4.16066663 4.36573013
## 196 4.23428135 4.28457471 4.16362967 4.41148561 4.17678813 4.43629897
## 197 4.26139290 4.30494244 4.21653269 4.45700360 4.20283279 4.46746611
## 198 4.13218908 4.18945576 3.99676452 4.25908397 4.08326555 4.31517168
## 199 4.12884567 4.20647967 3.85578794 4.13694852 4.08460192 4.27071428
## 200 4.35472453 4.42967389 4.13308106 4.40308060 4.30099492 4.51358354
## 201 4.34608343 4.40631821 4.23970366 4.48946421 4.28157459 4.54032693
## 202 4.12067383 4.19697595 3.87381775 4.15135396 4.07309717 4.27202522
## 203 4.22150711 4.30071322 3.96784915 4.24358535 4.17173459 4.37056352
## 204 4.15354399 4.23380199 3.89276218 4.17046829 4.10519332 4.30063946
## 205 4.35155147 4.42225949 4.15886031 4.42378890 4.29471892 4.51952563
## 206 4.35097158 4.42069157 4.15952595 4.42458738 4.29460438 4.51900391
## 207 4.23300285 4.29032141 4.11401414 4.37180138 4.17791218 4.42246841
## 208 4.26892636 4.33574125 4.08698439 4.35435899 4.21576895 4.44016738
## 209 4.34586353 4.41584601 4.14901899 4.41808345 4.29201634 4.51363324
## 210 4.35708289 4.42940153 4.14616976 4.41732512 4.30417962 4.52058446
## 211 3.98180039 4.05794917 3.71925133 4.00707002 3.94571989 4.12887955
## 212 4.01099944 4.08628520 3.76704524 4.05078730 3.97012004 4.16498782
## 213 4.60829590 4.62820236 4.50433493 4.72200856 4.57112320 4.75950765
## 214 4.87883818 4.87958689 4.86650595 5.05326285 4.83782475 5.04231855
## 215 4.46791183 4.48679431 4.37666268 4.59360418 4.43192417 4.62309870
## 216 4.56399350 4.57755669 4.51875000 4.72550937 4.51946333 4.73339664
## 217 4.34437693 4.37702700 4.19027920 4.42777834 4.31220903 4.49053722
## 218 4.40251233 4.42306468 4.33415814 4.54903797 4.36710547 4.56775160
## 219 4.95235533 4.94871947 4.98193600 5.16241951 4.90736389 5.12945343
## 220 4.80088819 4.80789939 4.75928615 4.95513800 4.75965992 4.96067052
## 221 4.72602579 4.72205946 4.72200672 4.90349010 4.69451298 4.88305308
## 222 4.88770387 4.89144143 4.92046811 5.11236453 4.83469956 5.08004949
## 223 4.91262965 4.90899786 4.98036046 5.16131852 4.86045910 5.10900846
## 224 4.43104736 4.44680642 4.36004563 4.57208293 4.39600453 4.59008682
## 225 4.66949826 4.69132053 4.56894706 4.78701796 4.62646187 4.82552248
## 226 4.48319010 4.50267772 4.39425629 4.60900962 4.44359619 4.63986210
## 227 4.38024340 4.39939173 4.27442375 4.49018110 4.34869025 4.52678366
## 228 4.32187371 4.34001345 4.21674059 4.43352698 4.29542584 4.46640004
## 229 4.40790776 4.42505521 4.35485817 4.56917466 4.36616233 4.57921356
## 230 5.11183658 5.11471212 5.14177733 5.33385459 5.05619765 5.30295342
## 231 4.48761817 4.50675771 4.37850337 4.59286870 4.45245024 4.63321750
## 232 4.72895135 4.74053624 4.66025028 4.86561884 4.68984981 4.88410514
## 233 5.04602411 5.04255039 5.06903524 5.25538150 5.00129129 5.22284586
## 234 4.45877947 4.46835348 4.43091944 4.62615286 4.42789096 4.62183108
## 235 4.58793669 4.58988866 4.59326298 4.78616606 4.55125643 4.76119515
## 236 4.67329875 4.67383420 4.65772713 4.84504754 4.63937394 4.83268598
## 237 4.38708717 4.42186129 4.21102457 4.44948995 4.35198265 4.52594269
## 238 4.70845486 4.70890111 4.72898456 4.91731227 4.66580161 4.88753251
## 239 4.51383928 4.53004157 4.42053395 4.63504813 4.48368397 4.66291278
## 240 4.59817419 4.63631437 4.43357897 4.66781439 4.54854716 4.74377984
## 241 4.55439526 4.59528003 4.35886568 4.59761254 4.50943045 4.68908972
## 242 4.34467767 4.37014451 4.26955975 4.48836329 4.29084027 4.51601730
## 243 4.30580096 4.32093818 4.26406570 4.47025103 4.25455508 4.47749234
## 244 4.27159531 4.29886529 4.19540160 4.41394445 4.21596634 4.44363429
## 245 4.57721853 4.60955071 4.44585533 4.67250403 4.52548177 4.73059072
## 246 4.24974160 4.27310963 4.17958339 4.39651249 4.19758974 4.42020283
## 247 4.33496531 4.35918754 4.26710835 4.48536657 4.28151055 4.50842257
## 248 4.79036258 4.79177792 4.77459505 4.96319383 4.75244759 4.95267714
## 249 4.34859529 4.37520689 4.26730331 4.48643653 4.29451010 4.51816135
## 250 4.23929370 4.26626655 4.14587666 4.36833506 4.18888665 4.40407888
## 251 4.22050828 4.24844939 4.13344236 4.35636435 4.16814301 4.38945569
## 252 4.31738515 4.33518834 4.28281220 4.49076421 4.26206721 4.49629999
## 253 5.09266534 5.11757413 5.03008953 5.23923659 5.02844204 5.26553693
## 254 5.07226146 5.09817010 5.01734478 5.22455883 5.00535927 5.24848239
## 255 5.14634141 5.17064306 5.09912298 5.30587750 5.07939364 5.32515136
## 256 4.34140935 4.36621284 4.26886120 4.48626824 4.28729530 4.51271962
## 257 4.30058905 4.32323237 4.24420493 4.45866150 4.24548612 4.47626737
## 258 4.34677786 4.36947158 4.28765522 4.50345402 4.29257023 4.52200715
## 259 4.27762471 4.30418187 4.20821897 4.42862543 4.22272294 4.45316852
## 260 4.34711496 4.37115136 4.27344933 4.49055662 4.29416439 4.51708334
## 261 4.34267479 4.36471302 4.28507601 4.49938711 4.28854885 4.51740810
## 262 4.42268665 4.43765691 4.38617237 4.59244454 4.36978597 4.59722786
## 263 4.59832765 4.63796343 4.42881707 4.66283417 4.54781018 4.74243622
## 264 4.44207615 4.45739154 4.43404253 4.63769123 4.38300630 4.63012002
## 265 5.16649520 5.18996152 5.09508935 5.30690445 5.10580938 5.33545949
## 266 4.32395796 4.34120341 4.26034718 4.47187393 4.27617494 4.48912025
## 267 4.54257182 4.57756321 4.35311279 4.58747907 4.50201087 4.67222520
## 268 4.64790399 4.68648724 4.45410309 4.69075461 4.60382713 4.78016205
## 269 4.54161230 4.58112519 4.35526390 4.59520032 4.49703284 4.67996160
## 270 4.49897573 4.53672063 4.32662381 4.56280357 4.45252939 4.64067159
## 271 5.11183658 5.11471212 5.14177733 5.33385459 5.05619765 5.30295342
## 272 3.53229884 3.53334098 3.75867801 3.90925057 3.47778544 3.77142344
## 273 3.44387787 3.44716973 3.65166476 3.80436551 3.39609084 3.67400953
## 274 3.38593421 3.38630012 3.61005800 3.75796312 3.33588803 3.61995839
## 275 3.43934938 3.44428416 3.62741385 3.78710301 3.39308524 3.66659490
## 276 3.22577980 3.23349533 3.41525258 3.57489152 3.17795714 3.45512831
## 277 3.63229814 3.62367368 3.89406276 4.02953485 3.58008548 3.87178319
## 278 3.69651470 3.69167747 3.95985815 4.09281205 3.64605011 3.93390503
## 279 3.69122091 3.69297078 3.90015005 4.05289495 3.64372692 3.92109717
## 280 3.48438090 3.48159156 3.73599298 3.87552550 3.43028830 3.72424343
## 281 3.40062774 3.41378024 3.55659632 3.73210577 3.34878766 3.63109445
## 282 3.50550549 3.50925575 3.70425292 3.86158044 3.45634275 3.73608760
## 283 3.33902567 3.34161977 3.53449017 3.69245942 3.28984409 3.56899702
## 284 3.62978827 3.62816069 3.85979134 4.00887055 3.57606456 3.86842100
## 285 3.53884434 3.54307004 3.73875103 3.89720021 3.48883609 3.77181388
## 286 3.64958416 3.64769705 3.88574311 4.03226455 3.59601268 3.88851106
## 287 3.57144794 3.57750517 3.76712587 3.92461562 3.52445779 3.80035035
## 288 3.48072655 3.48154285 3.71814466 3.86402258 3.42703289 3.72064875
## 289 3.51616173 3.51471036 3.74945358 3.89451997 3.46565619 3.75152158
## 290 3.47687308 3.47296734 3.72253873 3.86416184 3.42444277 3.71549977
## 291 3.28235509 3.28133240 3.51165723 3.65853061 3.23041620 3.51873711
## 292 3.53879088 3.53799285 3.75027368 3.90429412 3.48730243 3.77264028
## 293 3.48971186 3.49189876 3.68761912 3.84438968 3.44166434 3.71876096
## 294 3.48561945 3.48658317 3.69915978 3.85077905 3.43649904 3.71756859
## 295 3.42212497 3.42405289 3.62725902 3.78110216 3.37458236 3.65201990
## 296 3.87856169 3.87074424 4.14533921 4.27820523 3.82701839 4.11696220
## 297 3.51917360 3.52255954 3.72638828 3.88208591 3.46880146 3.75301869
## 298 3.42698907 3.42756898 3.64378228 3.79312039 3.37870727 3.65798877
## 299 3.39701483 3.39491540 3.62692550 3.77345239 3.34536725 3.63265880
## 300 3.57448757 3.57609796 3.80025995 3.94939164 3.52277597 3.81092902
## 37 38 39 40 41 42
## 2
## 3
## 4
## 5
## 6
## 7
## 8
## 9
## 10
## 11
## 12
## 13
## 14
## 15
## 16
## 17
## 18
## 19
## 20
## 21
## 22
## 23
## 24
## 25
## 26
## 27
## 28
## 29
## 30
## 31
## 32
## 33
## 34
## 35
## 36
## 37
## 38 0.30365378
## 39 0.41847508 0.32485114
## 40 0.89351887 0.69843665 0.52241238
## 41 0.35866677 0.19638376 0.18116923 0.62470140
## 42 1.03408800 0.77629466 0.70007194 0.31934360 0.73830329
## 43 0.32650947 0.12873416 0.19971586 0.61722890 0.08854563 0.72661697
## 44 0.81503966 0.64312218 0.45720940 0.51046481 0.48118554 0.60864601
## 45 0.80656316 0.59543936 0.42239603 0.30866053 0.47097106 0.41878134
## 46 1.04312448 0.85062816 0.64743045 0.20304096 0.74820676 0.36951736
## 47 0.26430986 0.15804268 0.27572996 0.72985479 0.13125028 0.83832300
## 48 1.10920288 0.88615568 0.76734559 0.55840923 0.78125426 0.53880030
## 49 0.17908478 0.13898010 0.31614484 0.75937633 0.22521039 0.87365335
## 50 0.14980023 0.28690653 0.49984626 0.94688295 0.39877273 1.05507680
## 51 0.23340813 0.35134899 0.57428276 1.03527872 0.44793694 1.12484149
## 52 0.52120597 0.32759872 0.17385503 0.43788738 0.19892431 0.57341475
## 53 0.42420932 0.24228737 0.22829796 0.54674461 0.19741428 0.68993556
## 54 0.73581949 0.55272693 0.35961124 0.30585238 0.43344441 0.50658471
## 55 0.59887855 0.37211654 0.26095468 0.40097367 0.26479791 0.50990318
## 56 0.67063838 0.45634054 0.29913766 0.33931131 0.33739044 0.45813493
## 57 0.87335609 0.65597109 0.48517284 0.27000205 0.54076596 0.37503626
## 58 0.98080038 0.76090471 0.58848270 0.24727820 0.65445636 0.32649044
## 59 0.27930471 0.32541149 0.43541599 0.81858029 0.39567953 0.97451691
## 60 0.52281016 0.32022018 0.30132005 0.59190229 0.20329175 0.67152736
## 61 0.45456807 0.30226127 0.29312884 0.66691826 0.17285423 0.76466097
## 62 0.09322116 0.30055887 0.36495805 0.86426127 0.30895812 1.00595686
## 63 0.47619110 0.31703775 0.30419602 0.65473587 0.19405128 0.75115805
## 64 1.07391515 0.89582752 0.67308966 0.29581756 0.77734596 0.44964967
## 65 0.66261884 0.47784216 0.31331315 0.46529381 0.32580487 0.56747368
## 66 0.53745940 0.33406256 0.24015829 0.48743184 0.21085537 0.59322022
## 67 0.60474058 0.34082981 0.41440228 0.58113873 0.30945983 0.60604576
## 68 0.63706396 0.47195879 0.31975314 0.51417141 0.32013136 0.63518940
## 69 0.60402675 0.39261996 0.31290182 0.49304960 0.27591573 0.58010932
## 70 0.41402063 0.26826093 0.39749564 0.77586109 0.23983181 0.85153124
## 71 0.44312424 0.36133096 0.46165882 0.79371389 0.36328294 0.92066764
## 72 0.44461544 0.28693539 0.24790193 0.60811095 0.16228203 0.72350309
## 73 0.37122148 0.61940126 0.72361555 1.18533460 0.68718628 1.31640412
## 74 1.21952490 0.99618347 0.84256125 0.52960464 0.88338917 0.51772422
## 75 0.59443174 0.38258869 0.43086551 0.65482742 0.32131493 0.70800694
## 76 0.52248457 0.32687023 0.40918907 0.71816036 0.26421908 0.77130895
## 77 0.56725792 0.40890990 0.34962322 0.65662737 0.26447072 0.74241820
## 78 0.59931179 0.48729686 0.22276630 0.34889983 0.37776151 0.57950319
## 79 0.30511023 0.13770741 0.34489225 0.74923518 0.18886147 0.83218331
## 80 0.69793378 0.47090250 0.35282821 0.32253624 0.37880469 0.42898189
## 81 0.60915033 0.42946087 0.53651247 0.75845672 0.42499519 0.83279085
## 82 0.38421059 0.24357222 0.43325905 0.83182049 0.25849115 0.89190310
## 83 0.94064778 0.72256134 0.61815691 0.56210662 0.60272363 0.58075879
## 84 0.98894870 0.80762660 0.63776420 0.58497886 0.65730637 0.64864580
## 85 0.53849377 0.33848896 0.36196701 0.64538025 0.24554736 0.71576845
## 86 1.01318542 0.78142431 0.75097078 0.71478645 0.69528852 0.67434588
## 87 0.29350525 0.34521413 0.57161552 1.01792855 0.42604691 1.09940956
## 88 0.53650132 0.32966268 0.23813944 0.49972924 0.19531893 0.60436006
## 89 0.61804620 0.72871647 0.57197079 0.84377745 0.69508702 1.05614409
## 90 0.90164013 1.00939015 0.87665748 1.02795970 1.00414138 1.23801493
## 91 0.62686043 0.76031040 0.66290107 0.92582791 0.76686095 1.12727437
## 92 1.84069619 2.06466484 2.22468270 2.63848950 2.17797769 2.74410056
## 93 0.49360611 0.65790716 0.60679348 0.94710467 0.67927331 1.13449035
## 94 1.86300692 2.09523154 2.24364979 2.66399892 2.20126144 2.77796071
## 95 0.53692147 0.76371873 0.74968192 1.14029144 0.79434969 1.31897994
## 96 1.16502083 1.29647925 1.23005968 1.37722986 1.33263315 1.55922992
## 97 0.71085278 0.84237545 0.79732946 1.04345354 0.88041926 1.22214939
## 98 0.77842890 0.91366797 0.85536965 1.08673778 0.94572201 1.27048347
## 99 0.95075197 1.13045636 1.19107604 1.47489524 1.22396635 1.62571902
## 100 0.57984585 0.80066525 0.78741938 1.15109218 0.83956271 1.33906390
## 101 0.90644743 0.87766129 0.68332016 0.61406620 0.83849139 0.83445377
## 102 0.93106597 0.85965777 0.62121591 0.47149017 0.78378655 0.69588087
## 103 1.17595333 1.19718023 1.05091055 0.99539466 1.19261308 1.19394377
## 104 0.88161161 1.07348128 1.08820178 1.39167323 1.13729187 1.55410741
## 105 0.78039629 0.98494242 1.05379520 1.41094737 1.06734993 1.55689251
## 106 1.17595333 1.19718023 1.05091055 0.99539466 1.19261308 1.19394377
## 107 0.48237789 0.59984867 0.63789512 0.95068106 0.67408501 1.09304107
## 108 0.77069150 0.92506455 0.91379241 1.17989879 0.97984472 1.34743249
## 109 0.75845841 0.75948516 0.60942201 0.64689046 0.74857658 0.87765610
## 110 0.82498284 0.85161204 0.73279923 0.81153684 0.85619666 0.99522608
## 111 1.07046880 1.02761641 0.83184012 0.70795382 0.98330138 0.89078364
## 112 0.92507878 0.85506843 0.64691218 0.50569516 0.80079510 0.72877697
## 113 0.89208577 0.88400538 0.70301319 0.67397055 0.85349719 0.90782865
## 114 1.26208470 1.46752156 1.62470069 2.02228953 1.58233860 2.12827779
## 115 0.95075197 1.13045636 1.19107604 1.47489524 1.22396635 1.62571902
## 116 0.46734544 0.65957022 0.67465474 1.05244021 0.70874620 1.21751858
## 117 0.76074157 1.01841392 1.05870006 1.45751716 1.07808090 1.62873837
## 118 0.95625100 0.96163053 0.75883205 0.72045971 0.91899805 0.94502543
## 119 0.64120046 0.75989604 0.71533730 0.98074294 0.79345209 1.14725492
## 120 1.28974426 1.53763857 1.69058073 2.14355849 1.63524239 2.26569699
## 121 0.70476705 0.83343901 0.72186745 0.94843975 0.83610010 1.16016550
## 122 0.74035815 0.86511214 0.73141872 0.95395563 0.85268067 1.16365103
## 123 1.90965465 2.15504031 2.27480537 2.69163028 2.24866062 2.82136484
## 124 0.77085068 0.90339951 0.78488822 0.98862333 0.90089592 1.23848004
## 125 0.43895796 0.51485255 0.37622379 0.73295920 0.47847207 0.92221553
## 126 0.43623413 0.60457940 0.52141685 0.89466230 0.60033307 1.08394715
## 127 1.79044027 2.03537660 2.17353705 2.61243899 2.13096830 2.73367980
## 128 0.78566954 0.76692875 0.52470253 0.54420536 0.69362906 0.79578385
## 129 0.77662858 0.96102891 0.88886199 1.16230978 0.98093649 1.36449419
## 130 0.66289405 0.85701271 0.83079074 1.17508115 0.88827332 1.34262907
## 131 0.78770209 1.02225942 1.04723150 1.41338388 1.08071232 1.58062218
## 132 0.60970176 0.82760204 0.83469495 1.20446556 0.87490634 1.37156914
## 133 0.79454009 0.98539474 0.93429180 1.23662677 1.01117599 1.42322622
## 134 0.65177758 0.79040327 0.71032119 0.98149159 0.80447965 1.17667411
## 135 0.51357241 0.61347076 0.49267438 0.79946527 0.59735738 0.98913630
## 136 0.64251550 0.84244129 0.83039767 1.16844378 0.88620703 1.34766848
## 137 0.63297912 0.81288440 0.80436726 1.12808939 0.86046518 1.29749537
## 138 0.99913995 1.02295042 0.81844446 0.81105568 0.97762133 1.03320532
## 139 0.78350133 0.87211993 0.78539861 0.94695555 0.89456649 1.13179959
## 140 0.60187441 0.78243984 0.80752536 1.14572504 0.84571108 1.30035560
## 141 0.78374490 0.88617224 0.81568316 0.98787439 0.91646525 1.20167506
## 142 0.71232093 0.85080997 0.78058134 1.03656947 0.87221373 1.22184777
## 143 1.00255577 1.07647965 0.89536969 0.99139378 1.03948428 1.19416335
## 144 0.68787529 0.87186479 0.83808545 1.13530237 0.90981339 1.34293206
## 145 0.74305064 0.97056766 1.00869642 1.38359792 1.03334752 1.54026083
## 146 0.78595126 0.81961267 0.60917141 0.72534105 0.76235035 0.94642560
## 147 1.04558368 1.28809618 1.40704022 1.82033965 1.38322816 1.96259405
## 148 0.66153562 0.87730610 0.88742534 1.23975513 0.93112310 1.41472715
## 149 0.63297912 0.81288440 0.80436726 1.12808939 0.86046518 1.29749537
## 150 2.40059433 2.49358935 2.53831244 2.57296805 2.60288830 2.69314268
## 151 2.14980405 2.22964694 2.27511795 2.29041949 2.34045149 2.41157428
## 152 2.47016793 2.60522698 2.62969393 2.71568247 2.70123980 2.86496643
## 153 2.34253897 2.47085246 2.49347729 2.57465004 2.56581797 2.72130356
## 154 2.21420715 2.34487065 2.35125611 2.42861234 2.43131330 2.58575099
## 155 2.46929240 2.61638233 2.64160747 2.75084620 2.71093018 2.90454550
## 156 2.30738066 2.40299546 2.41984060 2.43937948 2.49859076 2.57404750
## 157 2.37731951 2.48160944 2.50010645 2.53392796 2.57758953 2.66712300
## 158 2.36615559 2.46134050 2.47691252 2.49121294 2.55667779 2.62618502
## 159 2.57746412 2.69882396 2.71772280 2.78122418 2.79262931 2.92092483
## 160 2.31211719 2.41701283 2.46156320 2.50244883 2.52688668 2.63072218
## 161 2.36439581 2.48741889 2.55072450 2.64720603 2.60320990 2.77325693
## 162 2.49369712 2.60337766 2.62431006 2.66578230 2.70013634 2.80213373
## 163 2.42474063 2.52854780 2.56804857 2.60802783 2.63559233 2.73838675
## 164 2.25393522 2.35607903 2.38483467 2.42116226 2.45731775 2.56016367
## 165 2.44866087 2.56417263 2.60860336 2.67979659 2.67156606 2.80724419
## 166 2.24856851 2.27989844 2.29218390 2.20261222 2.37544813 2.31063571
## 167 2.59185175 2.68999935 2.72746212 2.76104493 2.79552576 2.88397161
## 168 2.22919664 2.31979424 2.33693410 2.35088795 2.41570169 2.48532781
## 169 2.22726449 2.31501309 2.36253689 2.39407022 2.42596321 2.51417861
## 170 2.58751011 2.69661830 2.72982494 2.77583768 2.79976013 2.90477111
## 171 2.24191390 2.34864369 2.36724907 2.40987681 2.44391159 2.55060558
## 172 2.32272235 2.42792163 2.45333101 2.49553423 2.52688405 2.63130056
## 173 2.46979919 2.58824085 2.62373152 2.69276682 2.69103274 2.82632413
## 174 2.08115193 2.20162117 2.20883472 2.27986698 2.28843046 2.43127652
## 175 2.34604471 2.44177715 2.44317292 2.45382894 2.52912767 2.59522672
## 176 2.27677224 2.33204876 2.35506473 2.30849065 2.43293752 2.42720379
## 177 2.30642320 2.38880776 2.43053714 2.44246755 2.49811960 2.56285813
## 178 2.19900730 2.24373272 2.26904937 2.20734149 2.34633609 2.31598390
## 179 2.21169980 2.30440460 2.35004069 2.38436795 2.41466233 2.50942343
## 180 2.47016793 2.60522698 2.62969393 2.71568247 2.70123980 2.86496643
## 181 2.34253897 2.47085246 2.49347729 2.57465004 2.56581797 2.72130356
## 182 4.35863294 4.30530840 4.31393796 4.04505812 4.39723528 4.06932746
## 183 4.16652173 4.17089086 4.17397096 3.98706264 4.26407584 4.05417395
## 184 4.21016739 4.15375558 4.13639570 3.84389306 4.23102637 3.88164802
## 185 4.23893069 4.20420865 4.20303338 3.95282955 4.29252807 3.99865701
## 186 4.22226555 4.19438405 4.19866236 3.96440398 4.28586216 4.01481499
## 187 4.29339738 4.24668544 4.24537554 3.97979810 4.33391979 4.01333005
## 188 4.38456953 4.34101872 4.33213004 4.06532423 4.42428929 4.10575777
## 189 4.00688135 3.98611439 3.93272932 3.67329124 4.04647956 3.74752969
## 190 4.06181189 4.09249592 4.07513683 3.91821293 4.17516293 4.01367911
## 191 4.36830421 4.35817806 4.39321032 4.20577546 4.46677396 4.25604180
## 192 4.24152184 4.20732931 4.19229285 3.93221537 4.28836438 3.98240453
## 193 4.21048983 4.16710731 4.15185698 3.87957748 4.24715297 3.92266336
## 194 4.42892721 4.39410933 4.41635965 4.18383566 4.49481583 4.21643562
## 195 4.28199892 4.23457777 4.23793873 3.97498056 4.32412674 4.00752866
## 196 4.20955143 4.24727460 4.26323643 4.13983074 4.34776617 4.22201250
## 197 4.22102866 4.27121157 4.29166614 4.18780016 4.37408750 4.27981491
## 198 4.12443287 4.15506923 4.14484671 3.98994853 4.24179234 4.08181399
## 199 4.19871420 4.15779251 4.14100659 3.86917528 4.23706030 3.91894893
## 200 4.41856842 4.37492215 4.38427240 4.13073884 4.46789189 4.16380109
## 201 4.36547910 4.35309007 4.39384670 4.21192370 4.46470455 4.24934736
## 202 4.18395933 4.14701421 4.13820964 3.88070410 4.23101436 3.92776091
## 203 4.29762817 4.24577972 4.24537188 3.97309632 4.33285736 4.00381834
## 204 4.23126014 4.17946978 4.17478876 3.90029864 4.26428377 3.93258695
## 205 4.40431200 4.36757563 4.38680872 4.14945245 4.46651285 4.18266425
## 206 4.40045793 4.36736691 4.38469082 4.15050679 4.46556692 4.18838410
## 207 4.23079966 4.24988021 4.25831843 4.09868065 4.34624755 4.17414226
## 208 4.30139815 4.28910058 4.29325620 4.08096193 4.38178156 4.14007734
## 209 4.39070345 4.36525239 4.37367737 4.14412598 4.45951144 4.18964431
## 210 4.40913605 4.37781132 4.38371895 4.14403438 4.47024126 4.18632818
## 211 4.02564984 4.02044659 3.97417745 3.74219655 4.08598592 3.82293150
## 212 4.05546204 4.04495862 4.01286312 3.78230061 4.11816831 3.85300688
## 213 4.55356688 4.61585233 4.61490932 4.49590027 4.69945435 4.61719657
## 214 4.78303197 4.87455997 4.89525693 4.84023180 4.96606067 4.97082430
## 215 4.40433320 4.47705665 4.47124390 4.36796228 4.55841710 4.49605679
## 216 4.49149585 4.56381159 4.58329351 4.49517912 4.65881404 4.61389895
## 217 4.30957087 4.36218991 4.34026722 4.19536455 4.43653680 4.31259862
## 218 4.33404695 4.41158279 4.40832021 4.32394244 4.49362668 4.43667313
## 219 4.84018131 4.94412812 4.97484468 4.94717021 5.04136981 5.07836993
## 220 4.72166278 4.79869702 4.81759029 4.73691047 4.89033331 4.85983982
## 221 4.60821507 4.72938238 4.72344842 4.70382287 4.80488645 4.86182593
## 222 4.78613970 4.87789082 4.92101667 4.87982017 4.98553655 4.99742494
## 223 4.79046699 4.90110986 4.94431234 4.93558622 5.00734644 5.06441901
## 224 4.35589880 4.43999871 4.43286588 4.34958469 4.52012696 4.48226668
## 225 4.62469384 4.67243113 4.68726706 4.55416721 4.76505835 4.66112215
## 226 4.42801052 4.48808486 4.49541952 4.38085094 4.57609599 4.49519369
## 227 4.31987920 4.39192733 4.37774294 4.27096927 4.46730824 4.40068129
## 228 4.24971634 4.33924138 4.30739035 4.21908389 4.40518378 4.36653922
## 229 4.33323388 4.41334815 4.41940336 4.33639874 4.50260212 4.46290467
## 230 5.01202574 5.10048060 5.14752695 5.09920960 5.21062628 5.22109090
## 231 4.43544211 4.49536727 4.49267103 4.37127576 4.57671415 4.49242910
## 232 4.65718125 4.73171536 4.73901790 4.64436334 4.81855611 4.77369472
## 233 4.92751002 5.04180218 5.06125136 5.03694332 5.13493233 5.18905214
## 234 4.36505404 4.46588929 4.45975249 4.41798931 4.54233446 4.54249357
## 235 4.47082516 4.59243798 4.58990554 4.57150582 4.67371332 4.72584278
## 236 4.56766775 4.67573522 4.67611679 4.63899954 4.75571488 4.78401403
## 237 4.36950989 4.40228176 4.38909411 4.21480354 4.48087030 4.32401095
## 238 4.59587769 4.70568735 4.72395211 4.69878398 4.79786960 4.83687905
## 239 4.43981354 4.52714635 4.50616956 4.41801911 4.59920144 4.56033495
## 240 4.60269218 4.60360918 4.62400444 4.42080556 4.70025665 4.50923515
## 241 4.56758997 4.56401298 4.57279841 4.35442845 4.65375989 4.44498057
## 242 4.30766290 4.34283578 4.37771215 4.24055792 4.44842597 4.33995482
## 243 4.24301680 4.30275365 4.33331448 4.23203929 4.40475352 4.35365481
## 244 4.24173197 4.26834051 4.30901768 4.16420332 4.37681614 4.25515993
## 245 4.56653064 4.57904210 4.60647394 4.42623212 4.67954484 4.52032164
## 246 4.20602120 4.24905953 4.27890672 4.15115365 4.35186511 4.25988789
## 247 4.29201786 4.33354874 4.36644936 4.23784684 4.43837777 4.34192398
## 248 4.69095144 4.78945814 4.80060858 4.75217998 4.87588945 4.88853408
## 249 4.31700819 4.34627336 4.38322313 4.23854353 4.45263021 4.33265522
## 250 4.20493048 4.24142360 4.26510407 4.12235120 4.34108098 4.23020703
## 251 4.18709164 4.22168649 4.24956612 4.10747369 4.32400928 4.21127599
## 252 4.26027890 4.31182606 4.35274114 4.24650586 4.42010665 4.35499943
## 253 5.07034135 5.08047890 5.14591430 4.98964040 5.20017275 5.06431195
## 254 5.05418477 5.05769291 5.13144004 4.97304672 5.18151766 5.03804593
## 255 5.12208585 5.13151086 5.20497510 5.05429280 5.25554406 5.12273647
## 256 4.30386859 4.33891968 4.37521054 4.23899802 4.44505349 4.33822953
## 257 4.25567862 4.29703025 4.33543006 4.21126882 4.40446895 4.31404023
## 258 4.30046057 4.34413613 4.37967996 4.25638939 4.45023513 4.36096578
## 259 4.23942378 4.27622210 4.31132980 4.17791789 4.38267769 4.27767390
## 260 4.30745659 4.34522773 4.37891034 4.24482101 4.44982848 4.34685515
## 261 4.29622699 4.33936158 4.37629790 4.25335131 4.44584350 4.35658837
## 262 4.35869305 4.41858162 4.45247775 4.35256036 4.52265862 4.47271383
## 263 4.60933648 4.60308948 4.62661239 4.41545109 4.70093343 4.49793948
## 264 4.37704262 4.43275754 4.48391674 4.39140291 4.54669703 4.49594311
## 265 5.13731312 5.15764139 5.21147274 5.05985175 5.27162464 5.14823813
## 266 4.26441771 4.32516960 4.34398405 4.23503821 4.42112766 4.36366725
## 267 4.53946149 4.55486187 4.55061157 4.35184367 4.63718830 4.46702806
## 268 4.65577978 4.65809709 4.66318248 4.45040637 4.74560175 4.55051238
## 269 4.54528016 4.55286295 4.55627963 4.35089369 4.64079499 4.45313467
## 270 4.49947911 4.50799897 4.51716897 4.31802731 4.59886688 4.41956822
## 271 5.01202574 5.10048060 5.14752695 5.09920960 5.21062628 5.22109090
## 272 3.36331142 3.53287577 3.55652139 3.69326832 3.62364726 3.84549274
## 273 3.27561044 3.45144327 3.45545798 3.59464756 3.53073806 3.75693405
## 274 3.21297952 3.39005993 3.40249731 3.54809932 3.47373263 3.70851486
## 275 3.27533225 3.44855342 3.44799842 3.57452541 3.52692055 3.73808392
## 276 3.06864160 3.23495006 3.23749124 3.35968408 3.31530831 3.51865512
## 277 3.44099915 3.62979900 3.65507671 3.82543130 3.71825640 3.98434121
## 278 3.50948154 3.69776721 3.71566626 3.89346235 3.77989753 4.05025171
## 279 3.51878749 3.69833031 3.70201761 3.84449846 3.77704675 4.00743272
## 280 3.30587631 3.48387569 3.50867905 3.66691835 3.57271965 3.82245394
## 281 3.26028484 3.40848846 3.41804834 3.50332659 3.49630709 3.65248216
## 282 3.34012921 3.51212433 3.51880174 3.64753163 3.59429490 3.80905965
## 283 3.17374501 3.34473720 3.35296651 3.47683781 3.42875748 3.64061812
## 284 3.45488217 3.62962081 3.65297279 3.79482791 3.71998991 3.94975100
## 285 3.37452960 3.54436650 3.55464306 3.68143240 3.62878292 3.83740356
## 286 3.47311212 3.64957489 3.67255518 3.82022384 3.73890417 3.97501284
## 287 3.40791769 3.58079114 3.58124102 3.71359666 3.65844280 3.87291977
## 288 3.30932190 3.48169291 3.50456808 3.65181766 3.57060841 3.80217954
## 289 3.33873840 3.51901794 3.53386050 3.68645310 3.60319545 3.84595830
## 290 3.29584413 3.47665274 3.49899372 3.65560407 3.56487252 3.81284757
## 291 3.10895531 3.28397279 3.30287904 3.44638010 3.37188855 3.60530456
## 292 3.36666411 3.54094009 3.55723333 3.68923721 3.62870722 3.85041657
## 293 3.32132402 3.49638447 3.50112567 3.63166960 3.57763606 3.79633731
## 294 3.31375413 3.49087318 3.49982494 3.64009528 3.57319743 3.80247316
## 295 3.25207146 3.42889002 3.43371107 3.57046381 3.50937670 3.73397433
## 296 3.68634616 3.87761732 3.89928501 4.07799170 3.96221408 4.23698266
## 297 3.35285367 3.52411876 3.53582822 3.66757066 3.60875856 3.82371362
## 298 3.25372760 3.43289760 3.43975292 3.58463979 3.51350273 3.74897828
## 299 3.22088146 3.39860797 3.41654917 3.56241579 3.48569393 3.72349841
## 300 3.40367361 3.57775077 3.59382826 3.73789305 3.66317803 3.89234563
## 43 44 45 46 47 48
## 2
## 3
## 4
## 5
## 6
## 7
## 8
## 9
## 10
## 11
## 12
## 13
## 14
## 15
## 16
## 17
## 18
## 19
## 20
## 21
## 22
## 23
## 24
## 25
## 26
## 27
## 28
## 29
## 30
## 31
## 32
## 33
## 34
## 35
## 36
## 37
## 38
## 39
## 40
## 41
## 42
## 43
## 44 0.54363231
## 45 0.50271235 0.21810171
## 46 0.75994735 0.48669876 0.32632621
## 47 0.13490423 0.58505486 0.58504143 0.85959578
## 48 0.81559713 0.45174180 0.41533275 0.48165197 0.86972818
## 49 0.16941827 0.70272978 0.66962392 0.91398803 0.15565354 0.97182778
## 50 0.35718396 0.87185134 0.85377859 1.10335383 0.29347863 1.13814973
## 51 0.42437881 0.90482223 0.91088536 1.18148515 0.33467950 1.18002679
## 52 0.22241338 0.35004338 0.28657639 0.55220067 0.31025430 0.63000875
## 53 0.17681593 0.52146399 0.44864478 0.68931646 0.25965467 0.76084007
## 54 0.45616594 0.32194146 0.18172242 0.37501535 0.54267532 0.51322960
## 55 0.28395488 0.33493199 0.23264371 0.51058596 0.37710244 0.56826258
## 56 0.36232947 0.27057101 0.14199795 0.42530408 0.45210187 0.51199755
## 57 0.56643756 0.28421449 0.09017290 0.26821363 0.65662517 0.39897644
## 58 0.67446254 0.37488454 0.20158259 0.18147993 0.76991617 0.38716988
## 59 0.34859562 0.82152121 0.76735154 0.98000870 0.34746380 1.06128420
## 60 0.25627102 0.34932964 0.36887011 0.67731732 0.27314898 0.64933976
## 61 0.23992025 0.40513084 0.45070867 0.75541388 0.21271044 0.72627101
## 62 0.29349779 0.75665678 0.76125163 1.00512945 0.22939767 1.06812043
## 63 0.25658572 0.38957641 0.43493999 0.73948756 0.23560657 0.70719918
## 64 0.79859084 0.46135054 0.34830131 0.11537191 0.88802764 0.47923456
## 65 0.37950903 0.17652917 0.20720171 0.51064251 0.43214185 0.53105421
## 66 0.24721054 0.32109378 0.29356005 0.58277564 0.30608742 0.61341721
## 67 0.32401379 0.42703982 0.38455847 0.67622453 0.36303682 0.62121264
## 68 0.37879553 0.19773015 0.26068322 0.55730714 0.41074623 0.56174436
## 69 0.31718005 0.27478413 0.26257526 0.56649011 0.36425892 0.56062326
## 70 0.27323680 0.54192599 0.57577253 0.87796160 0.20043902 0.82634437
## 71 0.37193988 0.63152349 0.63595942 0.90105899 0.32085648 0.87830354
## 72 0.21360407 0.39799919 0.41614131 0.70498112 0.21478394 0.71159430
## 73 0.65190629 1.14257357 1.13307121 1.34666403 0.60452955 1.43266193
## 74 0.91754571 0.47735239 0.42457435 0.37652461 0.98916574 0.35290657
## 75 0.35837057 0.40497383 0.42604314 0.72851931 0.35484212 0.64751872
## 76 0.30991700 0.45128565 0.48964523 0.80295904 0.28016695 0.72525115
## 77 0.33804772 0.31189461 0.39944963 0.71521244 0.32661911 0.65943710
## 78 0.37855734 0.44667698 0.35161835 0.47375698 0.47166337 0.69510485
## 79 0.17732231 0.60446997 0.59948659 0.87894902 0.11083683 0.87813917
## 80 0.39328948 0.30330323 0.15123789 0.41020999 0.48100763 0.49521227
## 81 0.44042507 0.58005278 0.57271351 0.84712703 0.42325729 0.76505933
## 82 0.27858482 0.61528323 0.64181605 0.94479096 0.19434943 0.89048119
## 83 0.65271184 0.23433349 0.28443356 0.51743047 0.69395060 0.37705908
## 84 0.71734198 0.18772482 0.31696959 0.50066057 0.75501811 0.40593416
## 85 0.29599674 0.38253484 0.41382525 0.72555983 0.29090772 0.66679682
## 86 0.74010589 0.40908162 0.45825497 0.67965185 0.76280614 0.45768489
## 87 0.41733175 0.84211510 0.86505296 1.14972377 0.30853033 1.11759790
## 88 0.23995124 0.31713040 0.29422230 0.59394677 0.29829284 0.61164082
## 89 0.66593399 0.97409275 0.91346652 0.98788607 0.71527497 1.22987446
## 90 0.96221852 1.26165808 1.17162629 1.17337360 1.02067728 1.46833178
## 91 0.72268508 1.08652470 1.01404590 1.08497366 0.76568206 1.32830838
## 92 2.13287678 2.64478827 2.62692995 2.81904362 2.07903166 2.90436221
## 93 0.63390575 1.05381096 0.99407884 1.11265977 0.66064130 1.31231444
## 94 2.15864598 2.66441317 2.65067332 2.84223943 2.10375352 2.93022702
## 95 0.75547681 1.19309027 1.15845311 1.30120996 0.75117957 1.47444939
## 96 1.27812814 1.63901771 1.53819216 1.53582171 1.32756530 1.82800057
## 97 0.82593084 1.23382843 1.14674239 1.21572730 0.87025415 1.45679168
## 98 0.89336570 1.28561457 1.19896696 1.25469046 0.93796729 1.50701085
## 99 1.16034969 1.64537575 1.56366172 1.66050630 1.17194949 1.86172964
## 100 0.79527807 1.23612172 1.18930449 1.31642711 0.79736084 1.50474359
## 101 0.80381838 0.95905432 0.82386521 0.74628587 0.90449758 1.09612873
## 102 0.76668500 0.80265272 0.67322282 0.56811560 0.87219744 0.93271882
## 103 1.14597121 1.36549885 1.22493584 1.12721735 1.23719721 1.48068924
## 104 1.08310993 1.53726919 1.47001831 1.56648583 1.09587791 1.77590795
## 105 1.01349490 1.50717786 1.45081327 1.59115667 1.00910312 1.75537235
## 106 1.14597121 1.36549885 1.22493584 1.12721735 1.23719721 1.48068924
## 107 0.60992814 1.08664202 1.00584900 1.13400456 0.64449050 1.31502639
## 108 0.92304637 1.35835585 1.27589578 1.35569260 0.95553366 1.58335209
## 109 0.70228301 0.95747462 0.82510021 0.80885135 0.79357264 1.12001902
## 110 0.80589762 1.10350162 0.98034700 0.97399478 0.89156186 1.27370408
## 111 0.95219448 1.06881765 0.93026130 0.81737574 1.05815137 1.17629475
## 112 0.77315718 0.87231421 0.72441859 0.63018339 0.88346470 0.98654578
## 113 0.81577308 1.00845933 0.87382232 0.81406911 0.91158616 1.15006277
## 114 1.53251883 2.05576424 2.02006087 2.20666928 1.49392329 2.30245406
## 115 1.16034969 1.64537575 1.56366172 1.66050630 1.17194949 1.86172964
## 116 0.66027780 1.12803514 1.07576407 1.22389087 0.66877054 1.39038993
## 117 1.03650765 1.49957005 1.47270332 1.62290871 1.00957804 1.78093913
## 118 0.88706820 1.03683118 0.91976324 0.83719989 0.97659335 1.18970865
## 119 0.74057639 1.15015306 1.06807548 1.15251957 0.78634541 1.37814134
## 120 1.60075407 2.08703209 2.09399271 2.31011939 1.52833538 2.36989689
## 121 0.79249792 1.13472445 1.05624418 1.10393813 0.83970898 1.36606758
## 122 0.81538602 1.12822689 1.05783909 1.09973385 0.86298805 1.36657316
## 123 2.20777668 2.70102799 2.68876841 2.86617413 2.15661671 2.97626412
## 124 0.86121935 1.18591563 1.10068017 1.13901562 0.90573192 1.40157834
## 125 0.44902254 0.80672970 0.75137532 0.88570101 0.50186163 1.07957251
## 126 0.56590683 0.95524461 0.91528406 1.04758820 0.58515624 1.23830076
## 127 2.09403260 2.58453374 2.58448318 2.78395434 2.03175936 2.86511196
## 128 0.67436697 0.79953787 0.69315573 0.66519684 0.76672132 0.98976916
## 129 0.93738743 1.30992885 1.25062565 1.31636865 0.95944335 1.56005561
## 130 0.84579593 1.26682570 1.22067431 1.33679425 0.85649064 1.53364543
## 131 1.03485721 1.49092728 1.45135757 1.58083424 1.02307858 1.76005804
## 132 0.82976350 1.27925298 1.23680713 1.37072063 0.82768342 1.54922712
## 133 0.96783481 1.36792292 1.31143589 1.39626065 0.98682873 1.62276012
## 134 0.75876409 1.14295777 1.06785833 1.14511012 0.80126071 1.38303722
## 135 0.56058335 0.91467565 0.85221340 0.95475077 0.61007152 1.17507891
## 136 0.83814542 1.27955397 1.22291081 1.33730501 0.84997658 1.53748002
## 137 0.80928342 1.25248732 1.18915161 1.29966101 0.82830990 1.50131102
## 138 0.94760423 1.10886367 0.99917031 0.92483736 1.03403357 1.27244518
## 139 0.84114040 1.18962566 1.08799616 1.11157751 0.90320531 1.39035125
## 140 0.79124020 1.25860333 1.19600118 1.32181976 0.80471389 1.50555513
## 141 0.86198378 1.23273786 1.12407969 1.15792593 0.91909346 1.42394586
## 142 0.82419519 1.20984086 1.13250540 1.20080327 0.86647709 1.44448631
## 143 1.00958872 1.22470584 1.14052174 1.11092597 1.07831810 1.42521441
## 144 0.86089365 1.28346849 1.21173780 1.30405647 0.88293250 1.52294799
## 145 0.98675618 1.45426386 1.41402169 1.55369642 0.97541068 1.72240299
## 146 0.73830018 0.93770277 0.85022058 0.85273090 0.81712859 1.14962171
## 147 1.33823831 1.84338626 1.81675543 1.99687780 1.29550068 2.11049459
## 148 0.88242940 1.33820675 1.28630442 1.41015513 0.88431582 1.59809750
## 149 0.80928342 1.25248732 1.18915161 1.29966101 0.82830990 1.50131102
## 150 2.52551120 2.94140291 2.79065935 2.74493421 2.57514592 3.03050250
## 151 2.26199086 2.66583570 2.51152458 2.46090908 2.31402442 2.74626305
## 152 2.62979662 3.04759237 2.91729202 2.88402840 2.66764787 3.17453216
## 153 2.49411093 2.91076740 2.77780141 2.74400374 2.53532520 3.03494472
## 154 2.36170154 2.76408916 2.63356160 2.59370108 2.40438762 2.89209332
## 155 2.64103059 3.06651894 2.94295462 2.92061679 2.67428858 3.20625221
## 156 2.42419626 2.81407871 2.66552781 2.60300941 2.47734487 2.90581275
## 157 2.50361465 2.89946237 2.75557656 2.69820356 2.55367319 3.00065491
## 158 2.48230715 2.86875649 2.71958768 2.65326932 2.53568579 2.95867551
## 159 2.72068961 3.13060512 2.99310733 2.94785560 2.76571154 3.24459843
## 160 2.45045362 2.85360943 2.71368068 2.66837755 2.49115454 2.95284012
## 161 2.52686484 2.97305085 2.83883961 2.82614599 2.56128913 3.09225487
## 162 2.62643721 3.02831326 2.88513029 2.83106093 2.67460672 3.13111998
## 163 2.55929168 2.96972189 2.82421707 2.77679270 2.60469544 3.06531284
## 164 2.38221083 2.78472607 2.63875702 2.58864930 2.43032940 2.88220710
## 165 2.59613259 3.02439936 2.88507073 2.85349240 2.63797032 3.13575700
## 166 2.29857083 2.63540088 2.46062045 2.35404727 2.37121491 2.66490863
## 167 2.71928896 3.13129658 2.98153896 2.93030009 2.76888372 3.22084156
## 168 2.34095160 2.72872092 2.57820818 2.51484199 2.39563601 2.81765038
## 169 2.34790519 2.76242807 2.61079126 2.56700085 2.39803627 2.84945742
## 170 2.72462551 3.13644070 2.99266202 2.94395392 2.77066570 3.23673653
## 171 2.37036407 2.77026060 2.62717907 2.57629986 2.41950621 2.87426345
## 172 2.45241425 2.85738770 2.71284827 2.66327462 2.50113037 2.95878701
## 173 2.61677247 3.03864493 2.90014853 2.86405696 2.65936353 3.15191889
## 174 2.21801190 2.62087925 2.48646181 2.44708204 2.26486456 2.74465022
## 175 2.45676180 2.83366069 2.68483903 2.61291394 2.51299805 2.92517517
## 176 2.35560577 2.71928843 2.55300674 2.46682972 2.41929139 2.77069927
## 177 2.42000890 2.82171341 2.66704976 2.61105401 2.47339006 2.90536885
## 178 2.26823119 2.62200764 2.45468820 2.36345477 2.33324283 2.66663536
## 179 2.33700856 2.74888950 2.59993083 2.55588903 2.38497772 2.83997155
## 180 2.62979662 3.04759237 2.91729202 2.88402840 2.66764787 3.17453216
## 181 2.49411093 2.91076740 2.77780141 2.74400374 2.53532520 3.03494472
## 182 4.32233939 4.54394202 4.33899545 4.14396729 4.41655722 4.44011894
## 183 4.18786424 4.46337114 4.27439758 4.10456569 4.26924052 4.42402243
## 184 4.16041398 4.34655582 4.14335559 3.92934025 4.25823763 4.23708071
## 185 4.21822175 4.44761710 4.24754857 4.05422101 4.30931797 4.36302081
## 186 4.21060890 4.45622848 4.25643986 4.07200209 4.29986563 4.37954459
## 187 4.25998220 4.47925924 4.27612590 4.07773176 4.35460001 4.38303877
## 188 4.35141496 4.56569652 4.36312786 4.16080439 4.44666478 4.47059300
## 189 3.97956838 4.16679388 3.97660497 3.75810451 4.07504290 4.09991315
## 190 4.10186501 4.38278226 4.20298499 4.03682298 4.17989271 4.37148512
## 191 4.38727482 4.68150456 4.48531309 4.33058702 4.46669995 4.62358634
## 192 4.21597627 4.42864368 4.23054243 4.02685928 4.30875289 4.34423222
## 193 4.17518703 4.37909932 4.17877949 3.97141540 4.27024356 4.28518550
## 194 4.41724773 4.67440030 4.47239356 4.29548501 4.50540008 4.59053082
## 195 4.24966214 4.47366410 4.26979634 4.07488887 4.34370839 4.37684687
## 196 4.26999190 4.59281911 4.41373548 4.27344139 4.34099662 4.59112827
## 197 4.29625119 4.63013953 4.45571203 4.32465167 4.36182573 4.63923172
## 198 4.16749140 4.45306081 4.27331146 4.10998342 4.24387616 4.44094108
## 199 4.16552937 4.36715301 4.16767710 3.95991994 4.25947247 4.27440742
## 200 4.39249725 4.62771563 4.42360280 4.23440209 4.48511476 4.53380667
## 201 4.38404072 4.68743093 4.49092676 4.34050138 4.46442887 4.63256878
## 202 4.15782599 4.37774653 4.17761761 3.97873676 4.25086050 4.29182325
## 203 4.25919424 4.47358371 4.26913183 4.06936410 4.35463106 4.37082933
## 204 4.19116214 4.40146919 4.19747323 3.99521064 4.28732031 4.30007995
## 205 4.38943977 4.64143338 4.43900716 4.25929084 4.47853338 4.55555593
## 206 4.38866842 4.64159247 4.44010598 4.26050515 4.47702297 4.55872618
## 207 4.26927036 4.56657043 4.38087251 4.22359427 4.34654416 4.54293787
## 208 4.30591172 4.56700789 4.37139695 4.19341587 4.39163551 4.50656915
## 209 4.38335401 4.63486185 4.43586052 4.25318944 4.47157306 4.56059727
## 210 4.39465437 4.63767376 4.43719453 4.25005308 4.48472098 4.55638040
## 211 4.01737385 4.22835685 4.04187124 3.83550302 4.10815991 4.17898774
## 212 4.04729447 4.27106719 4.08083012 3.88093931 4.13793738 4.21628035
## 213 4.63504365 4.86388553 4.72936494 4.58754828 4.67600654 4.87298328
## 214 4.90272334 5.16336140 5.04641467 4.94157449 4.92666762 5.20491971
## 215 4.49440822 4.73136415 4.60024974 4.46267734 4.53409301 4.75455882
## 216 4.59114580 4.85738010 4.72255779 4.60102916 4.62752156 4.87922615
## 217 4.37263598 4.58469393 4.44418544 4.28203781 4.42361095 4.58865019
## 218 4.42945661 4.67627143 4.55147107 4.42234130 4.46777618 4.71489438
## 219 4.97634449 5.26439280 5.14922556 5.05833430 4.99670075 5.32085133
## 220 4.82595357 5.07630750 4.95182443 4.83532540 4.85570451 5.10148801
## 221 4.74723643 5.00073717 4.90055277 4.80116690 4.76523249 5.07703247
## 222 4.91478309 5.22864173 5.09698332 5.00222180 4.94339888 5.27184326
## 223 4.93818904 5.26426673 5.14212091 5.06143166 4.95986596 5.32826702
## 224 4.45689898 4.70161431 4.57648590 4.44675967 4.49308323 4.73922256
## 225 4.69758146 4.93486795 4.79124094 4.64982162 4.74149061 4.92744995
## 226 4.51037243 4.74822078 4.61273131 4.47644962 4.55095572 4.75847206
## 227 4.40583667 4.62523677 4.49953234 4.35890482 4.44453645 4.64968389
## 228 4.34638020 4.56488162 4.44626563 4.30603186 4.38347930 4.60888382
## 229 4.43539943 4.70414198 4.56953650 4.44350663 4.47445154 4.73654622
## 230 5.13903491 5.45602149 5.31899706 5.22268158 5.16866787 5.48946629
## 231 4.51371739 4.73206217 4.60071942 4.45908862 4.55346821 4.74025386
## 232 4.75446501 4.99664205 4.86782920 4.74011512 4.78880955 5.01759750
## 233 5.06995470 5.36581238 5.24636300 5.15080934 5.09248065 5.42584237
## 234 4.48266995 4.72954698 4.62416738 4.51455888 4.50935010 4.79695048
## 235 4.61161407 4.89344761 4.78188408 4.68059146 4.63596553 4.97081345
## 236 4.69590943 4.94887567 4.84192379 4.73697771 4.71791171 5.01203682
## 237 4.41589421 4.61666481 4.46718817 4.29793168 4.47035710 4.59418409
## 238 4.73297048 5.02362226 4.90735968 4.81143843 4.75656786 5.08782980
## 239 4.53871895 4.76601310 4.64477920 4.50796451 4.57483002 4.80485846
## 240 4.62936968 4.85327358 4.67976460 4.51475772 4.69148665 4.78839053
## 241 4.58510801 4.78688032 4.61503294 4.43986663 4.64885616 4.71628281
## 242 4.37523129 4.64795690 4.48670118 4.35233388 4.42568189 4.62764791
## 243 4.33406629 4.61465002 4.46579848 4.34532207 4.37548324 4.61986669
## 244 4.30270440 4.57565995 4.41111555 4.27679808 4.35485762 4.54785515
## 245 4.60794003 4.84890382 4.67936847 4.52625585 4.66529268 4.79756893
## 246 4.27964874 4.55304763 4.39520956 4.26302775 4.32827818 4.54147512
## 247 4.36532116 4.64272992 4.48331035 4.35114425 4.41465621 4.62954505
## 248 4.81388257 5.07153899 4.95831608 4.85223027 4.83757572 5.12217258
## 249 4.37933364 4.64743958 4.48494081 4.34878786 4.43061570 4.62077289
## 250 4.26943685 4.53120470 4.37081351 4.23017933 4.32117808 4.51180648
## 251 4.25121990 4.52024113 4.35736453 4.21841102 4.30395347 4.49929733
## 252 4.34694473 4.63798345 4.48350004 4.36438729 4.39085676 4.63612147
## 253 5.12407794 5.40546936 5.23207052 5.10424395 5.17641706 5.35051651
## 254 5.10423285 5.39103895 5.21486535 5.09019190 5.15757293 5.33126839
## 255 5.17817030 5.46995119 5.29546699 5.17286759 5.23001359 5.41561500
## 256 4.37186621 4.64499711 4.48404678 4.35091325 4.42179771 4.62455369
## 257 4.33090742 4.61383933 4.45429423 4.32679001 4.37917652 4.60109652
## 258 4.37699794 4.65854081 4.49996475 4.37109903 4.42512709 4.64790269
## 259 4.30864092 4.58942857 4.42633539 4.29312651 4.36028803 4.57219020
## 260 4.37725449 4.64786563 4.48889783 4.35552753 4.42627292 4.62999985
## 261 4.37276467 4.65287082 4.49532926 4.36745777 4.42004741 4.64146294
## 262 4.45122237 4.73761635 4.58710625 4.46781892 4.49278159 4.74119439
## 263 4.62979051 4.85069125 4.67474964 4.50862208 4.69331074 4.77799304
## 264 4.47193975 4.78056077 4.62580879 4.51549273 4.51392123 4.78326516
## 265 5.19713429 5.47274602 5.30316425 5.17147434 5.24815756 5.42605581
## 266 4.35193730 4.62058260 4.47222607 4.34366240 4.39501296 4.62488936
## 267 4.57141929 4.77028607 4.60709263 4.43505485 4.63022574 4.71754785
## 268 4.67791865 4.87921992 4.70920504 4.53508687 4.74021963 4.81241111
## 269 4.57214760 4.78374440 4.61297244 4.43983427 4.63521735 4.72483158
## 270 4.52952600 4.74882612 4.57789000 4.41009982 4.59138777 4.69156495
## 271 5.13903491 5.45602149 5.31899706 5.22268158 5.16866787 5.48946629
## 272 3.55733874 3.98863624 3.87723170 3.86001677 3.58197786 4.14453692
## 273 3.46791808 3.88352697 3.77766235 3.75561063 3.49328445 4.04736896
## 274 3.40994425 3.83320792 3.72782430 3.71172948 3.43307421 3.99831731
## 275 3.46375492 3.87045498 3.76312643 3.73248184 3.49052292 4.03022942
## 276 3.25094367 3.66104615 3.54986225 3.52011305 3.28054701 3.81688803
## 277 3.65498974 4.09054250 3.99316054 3.99156829 3.66977462 4.26725377
## 278 3.71885726 4.15390830 4.05797824 4.05951589 3.73606683 4.33443837
## 279 3.71486004 4.13039335 4.02653344 4.00450701 3.73863793 4.29666958
## 280 3.50822258 3.94599024 3.84063432 3.83533758 3.52905589 4.11244842
## 281 3.42799184 3.83404700 3.70984218 3.66331770 3.46381518 3.96633771
## 282 3.53010375 3.94515684 3.83553246 3.80846668 3.55666899 4.10306784
## 283 3.36376690 3.77617584 3.66600836 3.63725460 3.38961422 3.93144061
## 284 3.65428376 4.08471592 3.97652337 3.96052688 3.67630890 4.24463235
## 285 3.56382995 3.98025407 3.87017867 3.84284003 3.59042831 4.13677676
## 286 3.67380852 4.10624737 3.99941851 3.98648126 3.69542906 4.26932277
## 287 3.59580534 4.00716600 3.90003594 3.87298167 3.62325253 4.16874780
## 288 3.50535285 3.93871628 3.83075684 3.81913512 3.52898683 4.10086930
## 289 3.53980572 3.96646610 3.86317147 3.85066142 3.56111457 4.13485706
## 290 3.50054619 3.93293623 3.82996299 3.82176910 3.51993074 4.10174159
## 291 3.30668285 3.73343810 3.62641367 3.61159988 3.32924978 3.89644895
## 292 3.56327865 3.98389958 3.87503676 3.85170085 3.58627946 4.14117085
## 293 3.51389011 3.92624375 3.81864198 3.79135450 3.53937598 4.08928744
## 294 3.50963997 3.92843052 3.82259276 3.80191190 3.53329627 4.09178142
## 295 3.44614582 3.85957317 3.75429428 3.73051762 3.47042892 4.02369912
## 296 3.90071056 4.33814758 4.24259259 4.24429662 3.91571514 4.51837290
## 297 3.54398683 3.96319955 3.85403458 3.82991567 3.56974371 4.12105393
## 298 3.45066230 3.86910609 3.76489326 3.74632332 3.47393332 4.03617711
## 299 3.42102079 3.84766141 3.74173490 3.72709816 3.44259601 4.01165755
## 300 3.59887215 4.02613055 3.91881352 3.90275842 3.62307346 4.18874406
## 49 50 51 52 53 54
## 2
## 3
## 4
## 5
## 6
## 7
## 8
## 9
## 10
## 11
## 12
## 13
## 14
## 15
## 16
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## 20
## 21
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## 25
## 26
## 27
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## 31
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## 33
## 34
## 35
## 36
## 37
## 38
## 39
## 40
## 41
## 42
## 43
## 44
## 45
## 46
## 47
## 48
## 49
## 50 0.19580685
## 51 0.28442685 0.13031806
## 52 0.38619900 0.57222224 0.63556253
## 53 0.28348654 0.44476114 0.52474442 0.21386908
## 54 0.60719901 0.78452982 0.85653255 0.26153205 0.34978723
## 55 0.44891612 0.63053736 0.69166217 0.10937573 0.23005491 0.20944633
## 56 0.52928843 0.71538471 0.77588846 0.15016828 0.32191714 0.17869735
## 57 0.73159366 0.91638940 0.97809871 0.35607319 0.49616699 0.19492203
## 58 0.83780918 1.02460992 1.09048868 0.46603022 0.60181368 0.28890222
## 59 0.25344413 0.26547980 0.37544788 0.51120041 0.32280376 0.65006674
## 60 0.39980200 0.55173989 0.57982399 0.19017235 0.28607554 0.38287521
## 61 0.35469847 0.49037265 0.50938325 0.24024047 0.29546403 0.44560994
## 62 0.17543600 0.20842607 0.26663595 0.47916798 0.40551497 0.69822651
## 63 0.37571327 0.51199207 0.53236599 0.23641363 0.30192692 0.43422607
## 64 0.95447382 1.14378454 1.21619308 0.58296218 0.73954079 0.41834950
## 65 0.54171404 0.71751722 0.75794497 0.18920673 0.38235184 0.28230090
## 66 0.40799331 0.58217201 0.63099284 0.09348741 0.25932274 0.30363823
## 67 0.45850278 0.59798738 0.62963803 0.27006801 0.30803679 0.40004217
## 68 0.53072820 0.69457210 0.73184756 0.20695239 0.37242429 0.30079636
## 69 0.47570288 0.64185337 0.68276116 0.15847615 0.31117867 0.29854266
## 70 0.32859160 0.41369419 0.41216340 0.35607471 0.33897584 0.56117843
## 71 0.39319302 0.44132776 0.47227637 0.43407544 0.33326686 0.56188076
## 72 0.34092460 0.49193347 0.52921661 0.18663873 0.25799225 0.40153962
## 73 0.49673690 0.38838676 0.41112200 0.85193900 0.75609946 1.06275849
## 74 1.08413360 1.26075050 1.30959657 0.70473479 0.84872557 0.53621378
## 75 0.47877913 0.60110757 0.61785439 0.30701301 0.35670945 0.44265160
## 76 0.41203481 0.52242359 0.52464340 0.32098498 0.34708604 0.49884986
## 77 0.46735960 0.60509351 0.61675051 0.26779516 0.36943890 0.42545123
## 78 0.50047201 0.68705355 0.77372071 0.24236880 0.36470740 0.30334304
## 79 0.19712716 0.30356300 0.33159029 0.33752802 0.28787307 0.56975448
## 80 0.55612995 0.73675549 0.79935689 0.19191733 0.34081475 0.19155099
## 81 0.51056760 0.58313877 0.60335453 0.44561962 0.37284995 0.52326431
## 82 0.29755505 0.35662780 0.33790076 0.41012500 0.36671392 0.62527343
## 83 0.81267247 0.97009770 0.99717646 0.46954299 0.60479542 0.39822020
## 84 0.87711187 1.04100535 1.06925921 0.51952415 0.68012044 0.43434075
## 85 0.42201419 0.55397038 0.57187859 0.25641064 0.31079997 0.42169176
## 86 0.88698684 1.02259466 1.03321022 0.59307492 0.70515698 0.56490026
## 87 0.31895428 0.22441387 0.14503577 0.60344284 0.51182978 0.82323131
## 88 0.40247657 0.57486961 0.62146928 0.09654962 0.23666841 0.29182849
## 89 0.63457516 0.72311220 0.82122436 0.72482071 0.70591060 0.82975677
## 90 0.92371989 0.99351094 1.10008555 1.01109094 0.98609669 1.08379607
## 91 0.66334942 0.72202941 0.82564009 0.80722935 0.76815717 0.92746077
## 92 1.96658608 1.80564052 1.78789411 2.34352171 2.21981783 2.54681370
## 93 0.54597048 0.57768110 0.67668404 0.75723493 0.68930888 0.90277158
## 94 1.99261418 1.83301131 1.81553458 2.36755278 2.24441178 2.56810912
## 95 0.63775798 0.61243637 0.68477700 0.90484991 0.83064846 1.07232062
## 96 1.20732071 1.23188138 1.33320052 1.36023420 1.30837623 1.44698754
## 97 0.74637165 0.77610187 0.87908828 0.93421730 0.86739445 1.05423068
## 98 0.81733783 0.84804078 0.94974942 0.99388382 0.93339043 1.10693105
## 99 1.03020825 0.96815239 1.04509089 1.31873317 1.20997427 1.46468623
## 100 0.67767016 0.65078111 0.73344932 0.93966413 0.85443242 1.09301579
## 101 0.84718568 0.99123450 1.10609733 0.75914555 0.78103170 0.74803696
## 102 0.84979994 1.02014525 1.12385649 0.66920605 0.74291998 0.62781292
## 103 1.14745285 1.24848414 1.36932460 1.14184244 1.11904991 1.13070911
## 104 0.96368304 0.92453753 1.00006494 1.23022296 1.14505779 1.37923967
## 105 0.87197993 0.79254255 0.85133874 1.19090418 1.07903160 1.35695848
## 106 1.14745285 1.24848414 1.36932460 1.14184244 1.11904991 1.13070911
## 107 0.50690185 0.52285690 0.62487955 0.76011769 0.67561970 0.92406657
## 108 0.82400974 0.82267659 0.91664787 1.05099720 0.97254956 1.18353406
## 109 0.71474526 0.83548811 0.95806695 0.70159350 0.67009819 0.71832019
## 110 0.79421046 0.89599498 1.01075540 0.83954972 0.81337806 0.89581420
## 111 1.00210517 1.14870270 1.25934225 0.89936162 0.93125274 0.86999658
## 112 0.84124217 1.00026409 1.11201814 0.69994941 0.72781353 0.64703110
## 113 0.84257716 0.97096748 1.09040289 0.79034867 0.77565862 0.77142299
## 114 1.36879648 1.21857149 1.21864842 1.74282424 1.60672761 1.93178092
## 115 1.03020825 0.96815239 1.04509089 1.31873317 1.20997427 1.46468623
## 116 0.53970393 0.52085463 0.60723921 0.81996465 0.72572276 0.98424829
## 117 0.89334915 0.80566654 0.85128330 1.20639439 1.11421936 1.38368459
## 118 0.91971426 1.05454880 1.16715592 0.84742408 0.88029008 0.85186916
## 119 0.66581952 0.70766818 0.80730528 0.85189712 0.79538697 0.98566902
## 120 1.43472089 1.26482417 1.23434090 1.80782423 1.69222658 2.01788962
## 121 0.73965168 0.80053072 0.90686802 0.86347227 0.82619432 0.96517833
## 122 0.77272814 0.84352841 0.94393199 0.87515067 0.85834249 0.97773789
## 123 2.04483892 1.89614978 1.88650610 2.40873071 2.29411859 2.60445586
## 124 0.80760809 0.85199353 0.96642084 0.92244148 0.83473048 0.96594430
## 125 0.42385503 0.53614784 0.63246922 0.53200948 0.50206987 0.67130708
## 126 0.49328676 0.54733516 0.63725841 0.67719692 0.64193194 0.83990000
## 127 1.92901433 1.76872524 1.74470896 2.30046836 2.18545507 2.50575460
## 128 0.72980158 0.88371896 0.99064587 0.61714435 0.65392886 0.61331723
## 129 0.85431499 0.87086628 0.96202290 1.03568970 0.99362336 1.16594876
## 130 0.74230578 0.73652788 0.81000612 0.98163162 0.92741025 1.14545337
## 131 0.90241435 0.83920874 0.89667833 1.19436965 1.11415987 1.36696585
## 132 0.70805802 0.67392313 0.74402962 0.98296256 0.91061089 1.15554636
## 133 0.87176515 0.87118788 0.95356947 1.08709475 1.02903728 1.22463918
## 134 0.68841136 0.73212451 0.83424566 0.85739363 0.79789882 0.97316913
## 135 0.52213845 0.61455737 0.71286506 0.64085845 0.62072436 0.77836231
## 136 0.72540760 0.70629833 0.79053877 0.97964805 0.89845929 1.12992209
## 137 0.70183792 0.69414340 0.78136848 0.94890022 0.87367539 1.10165477
## 138 0.97038963 1.09631530 1.20717673 0.92049272 0.94146129 0.92479072
## 139 0.79520696 0.86311279 0.97299352 0.90835850 0.87569852 1.00645528
## 140 0.67248099 0.64830302 0.73064307 0.94636735 0.86269698 1.11136696
## 141 0.80129661 0.84300748 0.96187603 0.94010071 0.84596878 0.99930204
## 142 0.75154485 0.79001677 0.88896912 0.92405751 0.87206487 1.04522332
## 143 1.00310097 1.10337181 1.20368405 1.02151843 1.03726629 1.07459857
## 144 0.75869724 0.74786483 0.84849434 0.98409600 0.87751946 1.09210986
## 145 0.85139249 0.78496310 0.83954000 1.15406832 1.06930195 1.33141224
## 146 0.75718589 0.88563787 0.98875020 0.73200801 0.74914159 0.77498693
## 147 1.17446165 1.02988699 1.04244024 1.53819829 1.40701353 1.72014235
## 148 0.75805884 0.71691027 0.79361605 1.03493392 0.94663853 1.19311012
## 149 0.70183792 0.69414340 0.78136848 0.94890022 0.87367539 1.10165477
## 150 2.43542806 2.40780251 2.50505046 2.62454206 2.52298025 2.68517210
## 151 2.17893766 2.15933788 2.26146285 2.35193475 2.25441234 2.40789049
## 152 2.52946327 2.49168823 2.58337833 2.73557109 2.63781792 2.80833012
## 153 2.39630670 2.36305096 2.45669615 2.59860911 2.50061785 2.66892274
## 154 2.26845731 2.24306831 2.34009318 2.45879336 2.36691463 2.52458185
## 155 2.53538211 2.49105609 2.57889093 2.75331213 2.65322655 2.83278399
## 156 2.34255959 2.32902268 2.43176558 2.50930396 2.42094851 2.56194448
## 157 2.41811167 2.40048074 2.49977185 2.59344409 2.50833044 2.65542283
## 158 2.40158056 2.38862117 2.49168231 2.56546393 2.47821152 2.61624657
## 159 2.62631179 2.59714131 2.69121810 2.82137744 2.72618809 2.88611406
## 160 2.36082559 2.33238182 2.42763866 2.54347798 2.45954991 2.61878886
## 161 2.41963120 2.36921655 2.45532029 2.64649086 2.53928728 2.73366685
## 162 2.53729143 2.51384842 2.61173237 2.72017843 2.62809252 2.78011386
## 163 2.46809574 2.43881065 2.53587553 2.65590438 2.55916393 2.71939805
## 164 2.29457746 2.27130840 2.37219217 2.47410566 2.37670548 2.53036382
## 165 2.49703795 2.45949597 2.55069978 2.70510646 2.60490472 2.78075305
## 166 2.24716383 2.26537269 2.37984757 2.34941251 2.27165539 2.36412628
## 167 2.62899869 2.60139227 2.69801818 2.81723051 2.71706570 2.87533115
## 168 2.26132839 2.25020677 2.35451410 2.42408912 2.33500178 2.47400150
## 169 2.25971138 2.23446474 2.33347865 2.44510642 2.34414353 2.50603793
## 170 2.63201335 2.60262987 2.69767873 2.82362713 2.72868227 2.88885136
## 171 2.28321829 2.26344841 2.36392930 2.46220301 2.36973535 2.52092615
## 172 2.36364848 2.34066773 2.43976967 2.54684998 2.45191054 2.60669556
## 173 2.51914198 2.48419164 2.57679011 2.72263260 2.62371524 2.79422273
## 174 2.12776138 2.10754541 2.20652952 2.31428386 2.22197826 2.37837774
## 175 2.37931986 2.37216244 2.47727593 2.53559783 2.44961772 2.57920454
## 176 2.29032988 2.29177175 2.40196760 2.42196095 2.33421808 2.45071585
## 177 2.33683365 2.31697444 2.41833723 2.50941760 2.41311666 2.56377377
## 178 2.20857308 2.21689411 2.32724416 2.32850633 2.25282542 2.36240763
## 179 2.24840051 2.22249714 2.32153328 2.43289451 2.33473564 2.49593910
## 180 2.52946327 2.49168823 2.58337833 2.73557109 2.63781792 2.80833012
## 181 2.39630670 2.36305096 2.45669615 2.59860911 2.50061785 2.66892274
## 182 4.31314862 4.36311287 4.47932898 4.32000221 4.26964320 4.27118873
## 183 4.15369912 4.18322138 4.29728396 4.21105059 4.15465232 4.19572424
## 184 4.16160185 4.22409667 4.34479006 4.14156876 4.09946857 4.07463562
## 185 4.20366358 4.25016845 4.36799702 4.21898469 4.16694995 4.17348635
## 186 4.19031927 4.23049529 4.34753130 4.21900325 4.15894639 4.17695945
## 187 4.25061526 4.30244449 4.42015582 4.25640394 4.20779069 4.20651981
## 188 4.34266287 4.39565562 4.51468274 4.34572660 4.29607368 4.29039196
## 189 3.97527738 4.04085839 4.16412129 3.96207173 3.93101714 3.90511362
## 190 4.06151385 4.08828923 4.20341759 4.12903337 4.07099429 4.11601219
## 191 4.34915447 4.36703162 4.47756604 4.41924192 4.34423257 4.40085238
## 192 4.20609583 4.25940954 4.37892665 4.20912342 4.16555035 4.15959564
## 193 4.16951087 4.22677336 4.34652219 4.16433249 4.12247548 4.11006614
## 194 4.39461590 4.43012130 4.54359859 4.43150579 4.37057769 4.39830355
## 195 4.23900457 4.28856145 4.40578132 4.24823781 4.19617953 4.19860230
## 196 4.21588412 4.22453938 4.33255788 4.31774134 4.24910463 4.32744084
## 197 4.23589342 4.23639156 4.34261701 4.34991191 4.27651504 4.36536028
## 198 4.12551693 4.14942810 4.26334296 4.19673403 4.13868505 4.18801220
## 199 4.15964283 4.21581835 4.33625579 4.15344385 4.10934857 4.09581403
## 200 4.37772546 4.42212155 4.53834758 4.39653128 4.33889424 4.34942564
## 201 4.34451828 4.36255862 4.47067001 4.42086632 4.35043025 4.41332924
## 202 4.14659440 4.19764767 4.31665070 4.15420133 4.10540711 4.10442497
## 203 4.25193202 4.30501610 4.42287721 4.25342324 4.20392037 4.19934423
## 204 4.18526899 4.24059964 4.35905127 4.18341646 4.13621313 4.12840201
## 205 4.36864619 4.40621727 4.52041897 4.40120760 4.34105920 4.36479722
## 206 4.36687435 4.40358217 4.51816087 4.40078868 4.33989174 4.36426386
## 207 4.22601466 4.24578937 4.35780344 4.30351024 4.23885825 4.29635553
## 208 4.27844147 4.31253534 4.42845147 4.32186979 4.26099830 4.29033638
## 209 4.36086151 4.39899421 4.51453289 4.39479607 4.33748892 4.36005879
## 210 4.37559334 4.41717469 4.53339222 4.40216116 4.34635097 4.36244318
## 211 4.00368251 4.06012983 4.18149694 4.01099133 3.97628464 3.96827279
## 212 4.03107528 4.08325340 4.20329115 4.04631160 4.00619092 4.00713681
## 213 4.59322033 4.59978580 4.69757419 4.64830930 4.61896921 4.66240951
## 214 4.84372063 4.82601517 4.91172806 4.93676691 4.89857287 4.97685112
## 215 4.44899590 4.45403541 4.55140112 4.51187860 4.48344284 4.53249254
## 216 4.53728655 4.52984699 4.62367824 4.62188966 4.58051533 4.65111152
## 217 4.33979627 4.36271465 4.46625375 4.37577217 4.35862483 4.38302020
## 218 4.38140657 4.38749973 4.47928139 4.45391857 4.44076015 4.49905387
## 219 4.90760872 4.87981447 4.96211618 5.02390565 4.97900962 5.07697737
## 220 4.77329723 4.76317471 4.85261788 4.85292507 4.81664571 4.88384281
## 221 4.68432720 4.66617621 4.75014890 4.78205060 4.75115355 4.82883867
## 222 4.84346405 4.81541531 4.90204187 4.96963738 4.91338578 5.01989745
## 223 4.85907810 4.82211630 4.90444960 5.00159936 4.94278876 5.06235525
## 224 4.40714449 4.40854901 4.50339174 4.47957400 4.45310621 4.50987424
## 225 4.65634658 4.66128514 4.75953885 4.71289675 4.67619294 4.72326135
## 226 4.46685742 4.47149145 4.56778268 4.52763168 4.49809525 4.54826498
## 227 4.36495419 4.37491442 4.47149331 4.41667125 4.39732181 4.43703060
## 228 4.30278209 4.31316865 4.41040103 4.35819890 4.34093526 4.38011850
## 229 4.38079100 4.37720662 4.47360946 4.46659509 4.42801396 4.49683030
## 230 5.06692628 5.03548683 5.12423443 5.19413326 5.12545716 5.23226358
## 231 4.47478825 4.48348989 4.58037065 4.52304613 4.49804218 4.53678390
## 232 4.70536842 4.70118839 4.79537331 4.77578502 4.73855113 4.79566687
## 233 4.99751861 4.96701927 5.05477118 5.11924802 5.05911190 5.15728868
## 234 4.42818386 4.42560069 4.50897665 4.51335820 4.50664837 4.57580312
## 235 4.54336305 4.52429946 4.61233633 4.65571652 4.61631269 4.70475201
## 236 4.63637794 4.62227931 4.70765071 4.72853218 4.70005162 4.77460271
## 237 4.38921881 4.41445192 4.52053818 4.41194182 4.38697398 4.40198025
## 238 4.66394043 4.64044087 4.72596148 4.78056078 4.73768990 4.83344391
## 239 4.49259311 4.49821490 4.59438938 4.55428218 4.53180538 4.57725784
## 240 4.60212964 4.61938605 4.72862705 4.63220701 4.57153228 4.59593145
## 241 4.56458601 4.58944977 4.70024161 4.57802228 4.52529619 4.53452939
## 242 4.32851216 4.32712571 4.42943163 4.40243201 4.33980820 4.40355842
## 243 4.27925231 4.26805276 4.36723922 4.36767923 4.30165394 4.37672716
## 244 4.25777618 4.25766853 4.35989768 4.32947250 4.26633728 4.32977339
## 245 4.57351226 4.58244763 4.68922686 4.61939800 4.55429561 4.59299149
## 246 4.23121349 4.22854705 4.33102963 4.30758725 4.24441051 4.30951060
## 247 4.31620972 4.31306216 4.41516484 4.39493166 4.33177846 4.39889293
## 248 4.75478137 4.73931211 4.82525141 4.84720724 4.81387608 4.89011169
## 249 4.33491161 4.33532855 4.43750264 4.40430102 4.34335832 4.40408133
## 250 4.22571073 4.22864459 4.33334093 4.29123539 4.23039199 4.28556479
## 251 4.20624252 4.20820562 4.31289809 4.27586183 4.21276153 4.27180833
## 252 4.29143779 4.27973104 4.37850889 4.38434600 4.31661872 4.39691212
## 253 5.07760849 5.06767390 5.16697057 5.15572966 5.07214640 5.14233088
## 254 5.05769115 5.04694084 5.14509480 5.13829261 5.05307274 5.12694739
## 255 5.12906691 5.11596324 5.21357588 5.21476407 5.12921905 5.20683355
## 256 4.32491089 4.32278575 4.42472702 4.39940360 4.33618133 4.40075081
## 257 4.28013133 4.27417861 4.37532594 4.36324256 4.29697479 4.36882096
## 258 4.32616545 4.32069536 4.42195642 4.40883378 4.34415593 4.41492320
## 259 4.26004447 4.25799782 4.36101286 4.33894934 4.27385359 4.34142700
## 260 4.33032064 4.32835451 4.43010541 4.40399529 4.34251980 4.40605751
## 261 4.32221650 4.31656269 4.41708628 4.40426688 4.34100418 4.41179764
## 262 4.39469612 4.38130691 4.48029809 4.48738374 4.41791376 4.49628987
## 263 4.60467275 4.62330038 4.73257395 4.63108694 4.56961598 4.59168071
## 264 4.41065114 4.39213425 4.48843859 4.51798336 4.44522978 4.53825409
## 265 5.15012356 5.14075897 5.24152240 5.22635091 5.14425988 5.21034616
## 266 4.30033791 4.29381083 4.39537336 4.37977169 4.31632889 4.38173428
## 267 4.54726806 4.56836120 4.67952341 4.56445228 4.50906504 4.51879855
## 268 4.65584788 4.67829772 4.78955012 4.67113656 4.61374376 4.62316603
## 269 4.54724358 4.56913856 4.68111822 4.56927890 4.51183796 4.52636240
## 270 4.50226778 4.52086003 4.63192568 4.53024545 4.46924768 4.48983477
## 271 5.06692628 5.03548683 5.12423443 5.19413326 5.12545716 5.23226358
## 272 3.44306646 3.38601379 3.46146168 3.67912411 3.58265328 3.77065653
## 273 3.35727832 3.30709787 3.38392139 3.58368779 3.49430185 3.67175896
## 274 3.29656274 3.24206062 3.31743085 3.52941214 3.43774658 3.62205658
## 275 3.35650112 3.31091753 3.39028714 3.57368504 3.48989956 3.65957985
## 276 3.14484790 3.10155428 3.18262139 3.36133340 3.27576204 3.44629821
## 277 3.53412324 3.46757019 3.53519437 3.78359703 3.69051518 3.88947192
## 278 3.59848717 3.53398844 3.59983175 3.84978459 3.75444823 3.95289315
## 279 3.60294189 3.55043215 3.62531176 3.83165243 3.74245167 3.92068549
## 280 3.38978170 3.32716582 3.39873663 3.63605022 3.53573195 3.73206786
## 281 3.32714247 3.28882004 3.37509684 3.53160073 3.44497980 3.60638284
## 282 3.42043204 3.37070210 3.44938039 3.64385899 3.55339265 3.72873202
## 283 3.25515184 3.20639376 3.28693013 3.47478580 3.38634914 3.56002912
## 284 3.53875757 3.47958605 3.55354089 3.77641470 3.68180894 3.87083340
## 285 3.45428582 3.40486297 3.48264014 3.67807961 3.59095144 3.76718335
## 286 3.55727574 3.49699261 3.56969140 3.79790899 3.70210037 3.89323188
## 287 3.48719215 3.44009543 3.51723855 3.70949679 3.62292379 3.79594751
## 288 3.38993502 3.33226357 3.40530308 3.62993220 3.53518678 3.72633765
## 289 3.42435639 3.36666463 3.43960424 3.66212722 3.56957340 3.75761237
## 290 3.38307558 3.32198912 3.39366875 3.62552397 3.53198910 3.72528335
## 291 3.19272191 3.13679499 3.21280997 3.42665005 3.33408152 3.52099035
## 292 3.45088808 3.39588916 3.47319288 3.67927114 3.58761131 3.76867633
## 293 3.40428429 3.35450201 3.43308534 3.62650336 3.53816459 3.71256722
## 294 3.39748197 3.34440790 3.42066690 3.62658737 3.53612553 3.71648781
## 295 3.33586156 3.28581156 3.36308942 3.56019121 3.47376979 3.65010830
## 296 3.77848676 3.71024883 3.77534092 4.03255655 3.93527553 4.13603602
## 297 3.43322635 3.38217398 3.45909786 3.66012117 3.57139259 3.75032312
## 298 3.33821238 3.28507366 3.36098514 3.56809702 3.47738963 3.65826198
## 299 3.30619171 3.24864840 3.32389037 3.54150994 3.44761440 3.63488719
## 300 3.48485425 3.42920659 3.50316555 3.72060900 3.62716452 3.81341856
## 55 56 57 58 59 60
## 2
## 3
## 4
## 5
## 6
## 7
## 8
## 9
## 10
## 11
## 12
## 13
## 14
## 15
## 16
## 17
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## 19
## 20
## 21
## 22
## 23
## 24
## 25
## 26
## 27
## 28
## 29
## 30
## 31
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## 33
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## 36
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## 40
## 41
## 42
## 43
## 44
## 45
## 46
## 47
## 48
## 49
## 50
## 51
## 52
## 53
## 54
## 55
## 56 0.10369091
## 57 0.28816284 0.20915761
## 58 0.39955718 0.31996540 0.12052113
## 59 0.55044340 0.63885824 0.81315705 0.91351346
## 60 0.22109355 0.26547424 0.44797410 0.56386630 0.54750822
## 61 0.29362784 0.34416194 0.53128495 0.64908107 0.50758863 0.10021620
## 62 0.56023117 0.62759444 0.83018485 0.93931322 0.31821384 0.48205773
## 63 0.28677448 0.33267221 0.51614804 0.63323416 0.52367861 0.08332499
## 64 0.55377317 0.45891293 0.30770044 0.23539315 1.03240335 0.69484795
## 65 0.20196405 0.15496524 0.29539400 0.40592134 0.68103154 0.20839635
## 66 0.14685800 0.17436608 0.37291107 0.48557764 0.54843471 0.11316648
## 67 0.23799676 0.29596260 0.44239716 0.54670328 0.57441075 0.17541355
## 68 0.23496852 0.20996270 0.34745633 0.45918288 0.65656392 0.18077143
## 69 0.16676313 0.17401194 0.34352423 0.45638245 0.60704834 0.11613939
## 70 0.39836353 0.46509733 0.65134678 0.76739569 0.47350023 0.21048170
## 71 0.46462007 0.53654456 0.69779512 0.80787549 0.39589049 0.35160007
## 72 0.25615692 0.30259757 0.49648119 0.61169258 0.48669030 0.10078764
## 73 0.92667382 0.99596977 1.19494591 1.29588274 0.53725837 0.86909119
## 74 0.64217336 0.56212202 0.37838898 0.31388411 1.16497237 0.73893653
## 75 0.30763472 0.34997788 0.49657689 0.60594214 0.59667965 0.14573647
## 76 0.33774283 0.39524269 0.56336541 0.67807747 0.55238998 0.14132140
## 77 0.29894236 0.32350701 0.48174316 0.59833241 0.61260544 0.11727224
## 78 0.30006727 0.27300331 0.39634870 0.46847051 0.59381853 0.41892196
## 79 0.39354907 0.46910832 0.67101426 0.78312665 0.37906772 0.26264815
## 80 0.14195591 0.08782721 0.20786947 0.30849337 0.65562784 0.28247312
## 81 0.42919459 0.49832677 0.62260022 0.72634985 0.52870816 0.33796140
## 82 0.44803632 0.52387835 0.71410178 0.82972942 0.45524273 0.28178495
## 83 0.41559496 0.36612595 0.31222956 0.37432879 0.91303414 0.42696043
## 84 0.48836199 0.41799011 0.34636543 0.39341240 0.98391359 0.50150264
## 85 0.27170007 0.32207097 0.48896739 0.60454742 0.55335598 0.07722117
## 86 0.54123453 0.51266149 0.48611825 0.53841217 0.99316675 0.49963607
## 87 0.65777035 0.73778187 0.93682277 1.05159633 0.42501539 0.51085717
## 88 0.12640788 0.17471355 0.37001433 0.48653438 0.53336256 0.10303552
## 89 0.79441270 0.81549016 0.94826494 1.00976795 0.65975777 0.86388114
## 90 1.07187440 1.08553175 1.19239395 1.23135561 0.91408144 1.16459358
## 91 0.87943958 0.90748436 1.05017347 1.11137719 0.67180901 0.93839581
## 92 2.41064722 2.48656907 2.68426062 2.77964754 1.93290959 2.34492895
## 93 0.82968531 0.87436605 1.03673972 1.11213850 0.54758853 0.86618186
## 94 2.43596387 2.51116715 2.70820559 2.80416451 1.95618461 2.37098323
## 95 0.98402652 1.03387518 1.20896477 1.29230692 0.64190189 0.98441947
## 96 1.41904339 1.44316838 1.55758606 1.59467256 1.17431995 1.50286991
## 97 0.99616039 1.03481935 1.17727359 1.23625687 0.72802527 1.06180614
## 98 1.05657666 1.09104277 1.22798222 1.28325477 0.79836308 1.12520317
## 99 1.38049369 1.43768063 1.59977198 1.66764072 0.97233644 1.40828678
## 100 1.01579117 1.06618989 1.23571220 1.31529221 0.65105990 1.02773968
## 101 0.78816727 0.77506282 0.81941661 0.82778801 0.85701191 0.94491818
## 102 0.68937340 0.65210053 0.66327535 0.65909383 0.89630207 0.85520003
## 103 1.16959118 1.17048156 1.21466538 1.21678701 1.10528185 1.32245260
## 104 1.29877786 1.34780479 1.50887747 1.57713784 0.93654686 1.32679922
## 105 1.25502402 1.31916367 1.49429714 1.57486445 0.83181886 1.26103799
## 106 1.16959118 1.17048156 1.21466538 1.21678701 1.10528185 1.32245260
## 107 0.82210614 0.87714516 1.04633623 1.12084066 0.52034786 0.85907694
## 108 1.11417273 1.15870091 1.30899948 1.37130018 0.79858616 1.16592390
## 109 0.73744896 0.74971224 0.83105475 0.86266215 0.68250138 0.87664494
## 110 0.88069056 0.89617202 0.99009617 1.02170628 0.79181817 1.00672981
## 111 0.91620671 0.89670174 0.91398304 0.90505878 1.01924791 1.08639135
## 112 0.70929627 0.69148643 0.70691279 0.70605719 0.84834802 0.88978058
## 113 0.81665052 0.81753016 0.86840469 0.88431903 0.81195863 0.97353874
## 114 1.80049167 1.88031416 2.07004653 2.16234392 1.32027292 1.76077085
## 115 1.38049369 1.43768063 1.59977198 1.66764072 0.97233644 1.40828678
## 116 0.88872374 0.94706675 1.12160622 1.20487829 0.52917712 0.90413963
## 117 1.28716156 1.34353685 1.52674273 1.61347476 0.87087030 1.26192202
## 118 0.89012795 0.87167229 0.92257077 0.93160441 0.93799189 1.02731145
## 119 0.91488235 0.95356601 1.10167395 1.16393239 0.67702429 0.97650873
## 120 1.88204297 1.95618073 2.15939605 2.26298123 1.41273784 1.78962414
## 121 0.93289139 0.95636272 1.08771789 1.14237094 0.73361426 1.00250157
## 122 0.94703120 0.96302358 1.09017595 1.14232026 0.78988889 1.01558772
## 123 2.48192985 2.55173445 2.74593894 2.83920932 2.01004409 2.42384358
## 124 0.97531376 1.00960245 1.12091171 1.17510585 0.70082951 1.06245277
## 125 0.60138723 0.63753970 0.79418851 0.87212994 0.48243552 0.65844313
## 126 0.76150074 0.79742382 0.96619271 1.04573359 0.54621991 0.77851188
## 127 2.37363896 2.44630303 2.64601572 2.74502776 1.90250447 2.29714832
## 128 0.65646874 0.64132618 0.70074559 0.72778049 0.75398683 0.79894708
## 129 1.11601465 1.14348126 1.29123670 1.35263267 0.85300133 1.15082294
## 130 1.05926787 1.10050747 1.26696324 1.34076438 0.76805758 1.07566065
## 131 1.27408183 1.32476134 1.50157366 1.58125466 0.89321760 1.26618572
## 132 1.06171341 1.11084562 1.28649456 1.36652940 0.71732758 1.06274533
## 133 1.16156040 1.19839994 1.35101484 1.41678931 0.86557742 1.19655375
## 134 0.92253974 0.95858417 1.10060140 1.16313824 0.67484463 0.98658735
## 135 0.71450740 0.74232091 0.89330096 0.96211037 0.57690644 0.77031857
## 136 1.05223506 1.10080537 1.26568073 1.34034254 0.70530702 1.07599865
## 137 1.01964303 1.06690237 1.23066104 1.30292792 0.69599497 1.04957306
## 138 0.96210258 0.94892529 1.00082530 1.01213213 0.97832429 1.09948924
## 139 0.96899729 0.99009697 1.11242284 1.15665203 0.79898687 1.05542040
## 140 1.01563358 1.06872422 1.23953633 1.31547506 0.67067483 1.03619708
## 141 0.98590573 1.02537909 1.14042133 1.19005799 0.70657093 1.08395192
## 142 0.99040186 1.02366450 1.16513604 1.22427888 0.74947214 1.05270725
## 143 1.07779563 1.07336712 1.15561279 1.18150628 1.02885936 1.18417348
## 144 1.04616860 1.09710026 1.24491792 1.31456753 0.66935011 1.09470596
## 145 1.23046806 1.28494362 1.46398241 1.54556933 0.84701414 1.22262339
## 146 0.78243820 0.78081070 0.86624243 0.90234367 0.78591507 0.90094550
## 147 1.60539460 1.67992657 1.86971571 1.96358998 1.11472232 1.56360283
## 148 1.10889060 1.16109747 1.33163769 1.40941799 0.73282270 1.12060959
## 149 1.01964303 1.06690237 1.23066104 1.30292792 0.69599497 1.04957306
## 150 2.65955190 2.69766756 2.79313396 2.81159437 2.33665623 2.75227645
## 151 2.38620507 2.42164746 2.51380671 2.53048941 2.08075424 2.47874883
## 152 2.78304872 2.82012741 2.92763800 2.95417172 2.43337565 2.86101046
## 153 2.64377695 2.68111528 2.78659382 2.81230212 2.30059644 2.72676655
## 154 2.50587959 2.53971029 2.64241593 2.66699763 2.17472787 2.59111319
## 155 2.80345932 2.84260141 2.95604339 2.98683638 2.43961787 2.87552437
## 156 2.54767502 2.57835012 2.66736140 2.68163266 2.25023925 2.64550560
## 157 2.63547919 2.66592048 2.76021094 2.77654764 2.33357573 2.72738420
## 158 2.60387817 2.63358395 2.72098308 2.73406712 2.30893201 2.70196473
## 159 2.86386177 2.89937380 2.99866570 3.01970930 2.53268873 2.95369063
## 160 2.59047323 2.62131642 2.72477932 2.74543888 2.28066821 2.66156435
## 161 2.69093818 2.73494451 2.85147114 2.88264271 2.32557803 2.75953026
## 162 2.76120220 2.79434506 2.88925716 2.90696697 2.44406266 2.85315314
## 163 2.69622765 2.73168481 2.82979223 2.84927527 2.37140596 2.78153487
## 164 2.51324404 2.54806943 2.64287189 2.66188147 2.19283057 2.60388919
## 165 2.74733673 2.78668853 2.89331897 2.91800567 2.40513529 2.82835683
## 166 2.37029384 2.39211885 2.44807148 2.44271534 2.15396980 2.49430855
## 167 2.85278539 2.88977462 2.98318037 3.00015533 2.52988398 2.94754768
## 168 2.46105647 2.49177726 2.57920861 2.59296200 2.16724395 2.56079537
## 169 2.47994683 2.51788488 2.61384566 2.63283243 2.16149483 2.57156846
## 170 2.86439483 2.89960936 2.99771599 3.01668983 2.53947920 2.95245417
## 171 2.50298621 2.53632573 2.63167552 2.65061325 2.18862701 2.59573035
## 172 2.58659198 2.62120772 2.71702022 2.73595655 2.26792181 2.67869890
## 173 2.76530866 2.80334069 2.90771233 2.93144124 2.42537634 2.84872389
## 174 2.35828239 2.39274977 2.49355687 2.51727848 2.03558956 2.44905129
## 175 2.57282487 2.60123143 2.68413996 2.69556926 2.28462083 2.67769018
## 176 2.44876631 2.47618417 2.54620817 2.54969040 2.19012222 2.56038753
## 177 2.54376989 2.57817343 2.66826235 2.68322638 2.23919054 2.63803341
## 178 2.35699222 2.37989997 2.44929268 2.45028969 2.12420911 2.46508387
## 179 2.47063964 2.50713674 2.60482208 2.62452659 2.15189049 2.55784626
## 180 2.78304872 2.82012741 2.92763800 2.95417172 2.43337565 2.86101046
## 181 2.64377695 2.68111528 2.78659382 2.81230212 2.30059644 2.72676655
## 182 4.31052352 4.31288234 4.29903513 4.25021898 4.22965617 4.46683484
## 183 4.22216063 4.22934748 4.24843264 4.21631799 4.06988732 4.36034237
## 184 4.13071181 4.12673874 4.09969705 4.04484481 4.07600057 4.29480686
## 185 4.21560970 4.21811261 4.21074626 4.16570873 4.11547862 4.36896694
## 186 4.21607346 4.22259230 4.22064013 4.17938310 4.09552918 4.36844841
## 187 4.24901669 4.25012707 4.23645451 4.18768538 4.16686578 4.40713446
## 188 4.33798870 4.33866042 4.32223500 4.27262376 4.25445335 4.49922729
## 189 3.96499128 3.95600790 3.93883906 3.88805690 3.89843751 4.12781049
## 190 4.14698760 4.15445822 4.18009064 4.15283663 3.97251597 4.28449387
## 191 4.42167296 4.43759972 4.45691877 4.42730828 4.24918835 4.55798615
## 192 4.20722493 4.20515907 4.19315280 4.14495466 4.12328680 4.36277755
## 193 4.15923939 4.15627926 4.13921538 4.08841611 4.08812643 4.31809802
## 194 4.42735917 4.43591579 4.43762028 4.39721575 4.30576325 4.57513798
## 195 4.23995850 4.24274006 4.23009319 4.18235177 4.15232950 4.39750208
## 196 4.33832298 4.35370896 4.39642371 4.37768700 4.12860382 4.46227172
## 197 4.37421528 4.39192144 4.44182777 4.42779469 4.14370260 4.49044369
## 198 4.21564535 4.22353738 4.25176591 4.22538355 4.03828811 4.34906669
## 199 4.14857220 4.14583797 4.12815191 4.07786040 4.07297569 4.30651903
## 200 4.38821951 4.39377773 4.38442503 4.33884658 4.28667729 4.54456909
## 201 4.42437044 4.44026456 4.46389689 4.43480520 4.25702977 4.55950953
## 202 4.15011769 4.15070674 4.13949240 4.09240527 4.05989324 4.30682172
## 203 4.24370228 4.24490869 4.22801459 4.17803335 4.16620890 4.40349573
## 204 4.17410591 4.17413482 4.15619918 4.10552063 4.10122305 4.33486284
## 205 4.39623199 4.40405352 4.40332188 4.36180865 4.27915665 4.54576225
## 206 4.39682968 4.40473890 4.40490661 4.36405826 4.27555308 4.54579237
## 207 4.31768990 4.32936060 4.35778695 4.33145822 4.13644849 4.45151890
## 208 4.32467482 4.33231374 4.33947488 4.30238012 4.18527433 4.47171412
## 209 4.39405960 4.40017718 4.40178921 4.36112016 4.27223288 4.54304001
## 210 4.39918974 4.40423360 4.40126186 4.35826758 4.28709893 4.55127852
## 211 4.01982036 4.01375530 4.00903493 3.96431737 3.92756807 4.17472630
## 212 4.05289151 4.05005244 4.04779952 4.00425816 3.95320029 4.20688160
## 213 4.69185274 4.68675084 4.73084732 4.71593397 4.52622280 4.75459476
## 214 4.98980943 4.99187996 5.05891246 5.05859821 4.77679109 5.02523853
## 215 4.55911674 4.55434443 4.60395695 4.59174151 4.38502871 4.62038428
## 216 4.66728821 4.66971982 4.72754658 4.72011858 4.46640560 4.72356503
## 217 4.41772406 4.40656518 4.44135123 4.41896342 4.28398857 4.49559052
## 218 4.50804815 4.50039194 4.56077568 4.55083158 4.34696110 4.56111270
## 219 5.07995872 5.08677911 5.16483796 5.17014209 4.84055443 5.11079316
## 220 4.90139995 4.90159301 4.96023862 4.95467132 4.70574373 4.94537386
## 221 4.84500811 4.84417442 4.91852469 4.92348737 4.62276064 4.87372974
## 222 5.01886883 5.03079860 5.10721494 5.10995553 4.76841456 5.06485267
## 223 5.05643990 5.07070642 5.15720022 5.16644672 4.78418633 5.09288821
## 224 4.53138339 4.52695753 4.58376100 4.57523091 4.34868674 4.58679102
## 225 4.75032379 4.74846903 4.78948965 4.77280774 4.58350721 4.81739507
## 226 4.57142027 4.56755205 4.61535951 4.60183239 4.40414193 4.63177077
## 227 4.46590340 4.45708621 4.50451505 4.49120312 4.30897555 4.52359873
## 228 4.41235172 4.40242576 4.45315788 4.44222466 4.24684459 4.47041270
## 229 4.51434839 4.51551726 4.57433770 4.56660519 4.31267193 4.57645341
## 230 5.23815355 5.25386816 5.32555153 5.32766350 4.97349551 5.28999800
## 231 4.56718448 4.56020563 4.60310395 4.58798813 4.41152174 4.62641485
## 232 4.82188210 4.82080038 4.87266039 4.86366095 4.63121620 4.87558780
## 233 5.17241604 5.18339642 5.25791352 5.26364149 4.90564449 5.21514688
## 234 4.57726671 4.56895922 4.64221701 4.64062549 4.40496328 4.61034971
## 235 4.71640651 4.71976900 4.79690305 4.80149612 4.47711745 4.75801375
## 236 4.78855913 4.78684604 4.85787732 4.85950269 4.57935362 4.82126333
## 237 4.44490322 4.43526079 4.45863377 4.43174064 4.31946446 4.52947138
## 238 4.83819322 4.84397577 4.92228632 4.92692951 4.59852626 4.87587680
## 239 4.60691533 4.59942706 4.65143545 4.64116882 4.43254979 4.66348094
## 240 4.64388929 4.64815115 4.65860766 4.62879356 4.49253152 4.74844460
## 241 4.58943460 4.58913369 4.59262771 4.55909326 4.45884919 4.69576147
## 242 4.42881973 4.43813479 4.47818147 4.46261719 4.23061156 4.51224656
## 243 4.40160895 4.41269430 4.46325754 4.45539318 4.17636434 4.47271287
## 244 4.35323368 4.36307625 4.40135566 4.38465963 4.16096913 4.43831957
## 245 4.63495290 4.64218408 4.66203265 4.63758164 4.46244074 4.73207361
## 246 4.33632145 4.34569654 4.38809339 4.37444054 4.13126595 4.41787668
## 247 4.42328747 4.43302107 4.47597092 4.46194749 4.21818495 4.50553019
## 248 4.90336766 4.90352196 4.97215372 4.97228475 4.69301755 4.93849089
## 249 4.42930174 4.43789063 4.47570814 4.45875349 4.23897367 4.51302810
## 250 4.31764600 4.32504800 4.36116795 4.34411956 4.12503397 4.40441714
## 251 4.30122320 4.31005536 4.34721801 4.33038334 4.10530668 4.38977479
## 252 4.41575685 4.42854091 4.47979512 4.47109225 4.19158005 4.48960326
## 253 5.16731818 5.18535948 5.21614519 5.19841456 4.95842484 5.25701202
## 254 5.14765958 5.16718405 5.19827675 5.18046379 4.94017263 5.23794960
## 255 5.22618351 5.24607210 5.28023245 5.26384004 5.01185560 5.31443484
## 256 4.42571244 4.43534132 4.47572445 4.46053269 4.22648631 4.50824521
## 257 4.39111993 4.40256965 4.44738821 4.43480315 4.18010599 4.47172931
## 258 4.43773897 4.44840998 4.49339748 4.48065372 4.22743722 4.51811714
## 259 4.36513956 4.37580388 4.41743568 4.40248344 4.16091662 4.45136523
## 260 4.43165073 4.44045087 4.48137150 4.46647788 4.23311644 4.51257147
## 261 4.43364951 4.44391957 4.48943312 4.47689261 4.22552519 4.51194211
## 262 4.52030528 4.53295242 4.58396438 4.57636592 4.28881873 4.59265584
## 263 4.64001171 4.64456049 4.65200569 4.62077713 4.49434169 4.74659759
## 264 4.55001580 4.56619651 4.62351905 4.61779155 4.31035214 4.62113796
## 265 5.24100874 5.25736962 5.28808388 5.27070301 5.02806849 5.33027579
## 266 4.41360858 4.42236448 4.46823060 4.45812503 4.19548071 4.48870253
## 267 4.58072966 4.58047606 4.58734326 4.55772573 4.43280445 4.68262152
## 268 4.68254024 4.68345738 4.68651523 4.65417953 4.54178807 4.78914975
## 269 4.58269775 4.58417404 4.59115411 4.55996055 4.43537404 4.69078903
## 270 4.54354268 4.54701614 4.55675599 4.52740341 4.38824236 4.64988143
## 271 5.23815355 5.25386816 5.32555153 5.32766350 4.97349551 5.28999800
## 272 3.73480447 3.77400521 3.89385472 3.92708173 3.35726247 3.79668466
## 273 3.64163348 3.67727320 3.79444844 3.82682259 3.27560835 3.70573678
## 274 3.58810040 3.62530854 3.74613692 3.78051890 3.21467447 3.64780184
## 275 3.63285279 3.66521947 3.77974200 3.80954909 3.27796794 3.69739539
## 276 3.41812765 3.45154707 3.56517748 3.59455974 3.06587788 3.48648155
## 277 3.84655757 3.88608933 4.01642381 4.05612359 3.45654249 3.89224183
## 278 3.90956714 3.95083017 4.07899643 4.11885496 3.52079921 3.96227550
## 279 3.89044504 3.92601825 4.04377576 4.07637678 3.52157536 3.95273118
## 280 3.69265829 3.73462953 3.85913462 3.89655065 3.30267432 3.75040427
## 281 3.58338695 3.61538713 3.72045962 3.74320708 3.24282139 3.66017536
## 282 3.70086868 3.73615168 3.85125980 3.88198715 3.33539845 3.76638238
## 283 3.53326506 3.56724126 3.68281485 3.71339510 3.17048713 3.59586368
## 284 3.83448143 3.87295688 3.99486292 4.02904444 3.45488665 3.89184229
## 285 3.73592514 3.77034813 3.88667070 3.91695369 3.37547364 3.79957911
## 286 3.85570675 3.89509508 4.01782147 4.05291488 3.47336071 3.91320113
## 287 3.76671962 3.80101077 3.91562243 3.94595470 3.40855375 3.83393184
## 288 3.68656202 3.72613320 3.84858380 3.88343683 3.30959282 3.74662689
## 289 3.72141028 3.75949118 3.88230440 3.91789411 3.34326765 3.77866835
## 290 3.68567989 3.72467703 3.85052580 3.88754788 3.30290265 3.73871627
## 291 3.48563504 3.52321318 3.64542390 3.68025308 3.11015552 3.54286896
## 292 3.73818340 3.77413295 3.89295866 3.92532704 3.36523146 3.79667721
## 293 3.68537562 3.71952850 3.83548288 3.86663571 3.32066459 3.74801423
## 294 3.68538379 3.72145077 3.84031861 3.87339993 3.31468828 3.74625856
## 295 3.62012947 3.65426466 3.77234708 3.80456077 3.25659521 3.68079756
## 296 4.09326465 4.13499253 4.26435759 4.30478456 3.69747368 4.14280070
## 297 3.71788720 3.75331852 3.87086877 3.90220480 3.35359573 3.78080656
## 298 3.62717691 3.66349022 3.78291653 3.81681616 3.25527939 3.68777462
## 299 3.60059489 3.63855814 3.76072440 3.79584791 3.22132335 3.65745441
## 300 3.77745245 3.81578441 3.93595447 3.96968656 3.40318103 3.83938702
## 61 62 63 64 65 66
## 2
## 3
## 4
## 5
## 6
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## 36
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## 47
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## 50
## 51
## 52
## 53
## 54
## 55
## 56
## 57
## 58
## 59
## 60
## 61
## 62 0.40952077
## 63 0.03119282 0.43407728
## 64 0.76814581 1.03079359 0.75118816
## 65 0.27372187 0.60875265 0.26003766 0.51143309
## 66 0.18355043 0.49688953 0.17083558 0.60431084 0.15513677
## 67 0.25318868 0.58335605 0.23766922 0.71392795 0.30747980 0.21356901
## 68 0.23233875 0.58768560 0.21313946 0.55342770 0.09416478 0.15261106
## 69 0.20583956 0.56454583 0.18484666 0.58336824 0.13236030 0.07987115
## 70 0.15120550 0.39131580 0.15971175 0.89828930 0.41355539 0.30200515
## 71 0.31346996 0.45391237 0.31109050 0.92964322 0.52353779 0.40377667
## 72 0.08069838 0.40571207 0.07397812 0.72048098 0.25112409 0.13392936
## 73 0.80007573 0.39808379 0.82530927 1.37992298 0.99169283 0.87977835
## 74 0.82389890 1.17697831 0.80177399 0.35178432 0.58457459 0.69016500
## 75 0.19373612 0.56976485 0.16972736 0.74751309 0.30449487 0.22713124
## 76 0.13687359 0.49148871 0.13000986 0.82197403 0.33760235 0.25080010
## 77 0.11841949 0.51552477 0.10669183 0.71700568 0.21571063 0.19769006
## 78 0.44937124 0.55834760 0.44721833 0.49883975 0.33257278 0.31337107
## 79 0.21543535 0.29298574 0.23070768 0.90972037 0.44952037 0.31243005
## 80 0.36981630 0.66457584 0.35288862 0.44967779 0.20059220 0.19545685
## 81 0.34775852 0.60946203 0.33609968 0.88240021 0.49779856 0.40102168
## 82 0.22469612 0.36411550 0.24139361 0.97085205 0.48197930 0.36846713
## 83 0.50388067 0.89646192 0.48110226 0.50757045 0.32707166 0.42204952
## 84 0.56215067 0.93421500 0.54224141 0.45489323 0.34870962 0.48294712
## 85 0.11378401 0.50397624 0.09433258 0.74345900 0.26595654 0.18206621
## 86 0.57218945 0.97818449 0.54729511 0.67389509 0.46747072 0.52595081
## 87 0.43788892 0.31654323 0.45661297 1.17791102 0.70361729 0.57902907
## 88 0.17261180 0.49361845 0.16358594 0.61851860 0.16136449 0.05221769
## 89 0.83754186 0.59387486 0.85404393 1.01698346 0.85431446 0.79895862
## 90 1.14802000 0.89763416 1.16151993 1.20927342 1.14515502 1.08842136
## 91 0.91042379 0.62632736 0.92616600 1.12036672 0.95253530 0.87642418
## 92 2.27492115 1.89072590 2.29810864 2.86181961 2.49001870 2.36592785
## 93 0.82724523 0.49807029 0.84650307 1.15126969 0.91174202 0.82125795
## 94 2.29884931 1.91024626 2.32257353 2.88308070 2.51258240 2.39147934
## 95 0.92953453 0.54810420 0.95159442 1.33309419 1.05079469 0.95733460
## 96 1.48248023 1.18151001 1.49720649 1.58066732 1.50931069 1.43399120
## 97 1.03511075 0.72380561 1.05239536 1.26313466 1.09269173 1.00505636
## 98 1.09877820 0.78946961 1.11573649 1.29982406 1.14828958 1.06567698
## 99 1.36818307 0.99697050 1.38705794 1.71439153 1.49012371 1.37511404
## 100 0.97663686 0.60130966 0.99714630 1.35253193 1.09353832 0.99560204
## 101 0.96593337 0.88695295 0.97068789 0.79480845 0.86893800 0.84379988
## 102 0.88837971 0.89547231 0.88974742 0.60426625 0.73820089 0.74860140
## 103 1.33440519 1.17461947 1.34181000 1.18205261 1.27038830 1.22797582
## 104 1.28366121 0.90958650 1.30403247 1.61080299 1.38914204 1.28960617
## 105 1.20985623 0.81694753 1.23263121 1.63961630 1.35435802 1.24269722
## 106 1.33440519 1.17461947 1.34181000 1.18205261 1.27038830 1.22797582
## 107 0.82921717 0.50661365 0.84792058 1.18572592 0.92862165 0.81933094
## 108 1.13336341 0.79252048 1.15197856 1.40400052 1.21244978 1.11737875
## 109 0.88580404 0.75508718 0.89262185 0.86613956 0.84583665 0.78646543
## 110 1.00916071 0.81919774 1.02061143 1.02867551 0.98223356 0.92309584
## 111 1.11314602 1.04468941 1.11857864 0.86622177 0.99317275 0.98492358
## 112 0.92165380 0.89907005 0.92471942 0.68830503 0.79791403 0.78697013
## 113 0.98788071 0.87959385 0.99425207 0.86914529 0.91627451 0.87851065
## 114 1.69795093 1.31154329 1.72211034 2.25810597 1.90006280 1.77486014
## 115 1.36818307 0.99697050 1.38705794 1.71439153 1.49012371 1.37511404
## 116 0.85673448 0.48507651 0.87885108 1.26664348 0.97955594 0.87659686
## 117 1.19792269 0.79421299 1.21996373 1.65480273 1.35371249 1.24859621
## 118 1.04072123 0.93687479 1.04573658 0.87018933 0.94873438 0.92710218
## 119 0.95032294 0.64590771 0.96849675 1.19838262 1.00678508 0.92151170
## 120 1.71098752 1.33837997 1.73343449 2.34168430 1.94055809 1.82013540
## 121 0.97775717 0.70550933 0.99223129 1.13931437 1.00667435 0.93530007
## 122 0.99122973 0.73077499 1.00589666 1.12838529 1.00580758 0.94637815
## 123 2.35072351 1.95216483 2.37470046 2.90280905 2.55209446 2.43720735
## 124 1.03649225 0.78237011 1.04964162 1.18324241 1.07509850 0.99958431
## 125 0.63063332 0.40329411 0.64936365 0.92022982 0.67295285 0.60388992
## 126 0.73565778 0.42335974 0.75451244 1.07434824 0.81539557 0.73431165
## 127 2.22049950 1.83371133 2.24435077 2.81810076 2.43717135 2.32083361
## 128 0.81210352 0.75287477 0.81786528 0.69907936 0.71568262 0.70151688
## 129 1.11268992 0.78868956 1.12868284 1.34453170 1.17593432 1.09631340
## 130 1.02959642 0.66868669 1.05073864 1.36921212 1.12391403 1.03826464
## 131 1.21004893 0.81647773 1.23134699 1.61455786 1.34324424 1.24221001
## 132 1.01091754 0.62892645 1.03228905 1.40499555 1.13167029 1.03418305
## 133 1.15430316 0.80344432 1.17396612 1.42996112 1.23173424 1.15028679
## 134 0.95663351 0.65326018 0.97446577 1.18653580 1.00890761 0.92970373
## 135 0.74393768 0.49190864 0.76096466 0.98743637 0.77929124 0.71006168
## 136 1.03027936 0.66211406 1.05073704 1.37679183 1.13523387 1.03911245
## 137 1.00854688 0.65076576 1.02865642 1.34131163 1.10545132 1.00952024
## 138 1.10729695 0.97715834 1.11496159 0.95782317 1.02352839 1.00354497
## 139 1.04244500 0.78924061 1.05547196 1.15618335 1.05570508 0.98187406
## 140 0.99359668 0.62599996 1.01442164 1.36613311 1.10618911 1.00294851
## 141 1.06652238 0.80378836 1.08002122 1.21523798 1.10617925 1.01898855
## 142 1.02391802 0.71605701 1.04155133 1.24166915 1.07350434 0.99472066
## 143 1.17628756 0.97937655 1.18861073 1.13610163 1.12732068 1.09999312
## 144 1.05432499 0.71400251 1.07253013 1.35051679 1.14871856 1.05144167
## 145 1.16680280 0.77036974 1.18921934 1.59032900 1.30456865 1.20198949
## 146 0.89843073 0.75344863 0.90992024 0.88380207 0.84082624 0.81519865
## 147 1.49522898 1.09458540 1.51872972 2.04011138 1.69331712 1.57220699
## 148 1.07057309 0.68840770 1.09142903 1.44941494 1.19148324 1.09001315
## 149 1.00854688 0.65076576 1.02865642 1.34131163 1.10545132 1.00952024
## 150 2.74532779 2.45609636 2.75501724 2.81731293 2.79843857 2.68974096
## 151 2.47590905 2.20785833 2.48335440 2.53305221 2.52395878 2.41422489
## 152 2.84243239 2.52229662 2.85410175 2.94563737 2.90617498 2.80086724
## 153 2.70990891 2.39307631 2.72180720 2.80751154 2.76976126 2.66559052
## 154 2.57440262 2.26191383 2.58592638 2.65392377 2.62672559 2.52691252
## 155 2.85275728 2.52066778 2.86556365 2.98057166 2.92419102 2.81835418
## 156 2.63971814 2.35800438 2.64860396 2.66961888 2.67706731 2.57652659
## 157 2.71901211 2.42734248 2.72857966 2.76230718 2.76019415 2.65965963
## 158 2.69667459 2.41707383 2.70520771 2.71937165 2.73246338 2.63236700
## 159 2.93935466 2.62603193 2.95126480 3.01250069 2.99132662 2.89014624
## 160 2.65247264 2.37197806 2.65936457 2.72941694 2.70904042 2.59905562
## 161 2.74202840 2.42376997 2.75350569 2.89391491 2.82260020 2.70646008
## 162 2.84291439 2.54461255 2.85309093 2.89648329 2.88931533 2.78727469
## 163 2.77237302 2.48174649 2.78124170 2.84418740 2.82731479 2.71859926
## 164 2.59540839 2.30900090 2.60425093 2.65623836 2.64535399 2.53905726
## 165 2.81447302 2.50324981 2.82575714 2.92106488 2.87851290 2.76921221
## 166 2.50835478 2.29836916 2.51204726 2.42891094 2.50939703 2.41586069
## 167 2.93967655 2.64555433 2.94981538 3.00145041 2.99012113 2.88395345
## 168 2.55636175 2.28012341 2.56487565 2.58255143 2.59214996 2.49136800
## 169 2.56591224 2.28409448 2.57485927 2.63965572 2.61897906 2.50894912
## 170 2.94181101 2.64083311 2.95205619 3.01077262 2.99444295 2.88896401
## 171 2.58607487 2.29273037 2.59596360 2.64203688 2.63170472 2.52944917
## 172 2.66923881 2.37482289 2.67918899 2.73042921 2.71752904 2.61355577
## 173 2.83451744 2.52285581 2.84585930 2.93042054 2.89503066 2.78808502
## 174 2.43479319 2.12736083 2.44651770 2.51014985 2.48316712 2.38397488
## 175 2.67255176 2.39297021 2.68166159 2.67857823 2.70126096 2.60586298
## 176 2.56679923 2.33056088 2.57197038 2.54015044 2.58758100 2.48724710
## 177 2.63507684 2.36333570 2.64281252 2.68274436 2.68062436 2.57267202
## 178 2.47484188 2.25281619 2.47852660 2.43434876 2.48931466 2.39014204
## 179 2.55120813 2.26957573 2.55961767 2.62593683 2.60541415 2.49508446
## 180 2.84243239 2.52229662 2.85410175 2.94563737 2.90617498 2.80086724
## 181 2.70990891 2.39307631 2.72180720 2.80751154 2.76976126 2.66559052
## 182 4.51074635 4.40418040 4.50684557 4.22087375 4.44930733 4.37965255
## 183 4.38761920 4.21488312 4.38739842 4.17446831 4.35326392 4.27415890
## 184 4.34100027 4.25105900 4.33600778 4.00170363 4.26304034 4.20296308
## 185 4.40804658 4.28486959 4.40485525 4.12799162 4.35134787 4.28054099
## 186 4.40488120 4.26969073 4.40268787 4.14818845 4.35661356 4.28191132
## 187 4.44962639 4.33725921 4.44618226 4.15283700 4.38560890 4.31806101
## 188 4.54119520 4.42733966 4.53795988 4.23529190 4.47471780 4.40911626
## 189 4.16521473 4.04102889 4.16270567 3.81996677 4.08285187 4.02986377
## 190 4.30455487 4.10695359 4.30631532 4.10218781 4.27347069 4.19684972
## 191 4.58737158 4.42359088 4.58661105 4.40997662 4.56818701 4.47913485
## 192 4.40269324 4.28451112 4.39909819 4.09664033 4.33652590 4.27125602
## 193 4.36057301 4.25235126 4.35657409 4.04227005 4.28945314 4.22626190
## 194 4.61280624 4.47878162 4.61049243 4.37400681 4.57015638 4.49149894
## 195 4.43982294 4.32695666 4.43643342 4.15149799 4.37905957 4.30962653
## 196 4.47838102 4.26124623 4.48124072 4.34309066 4.47068595 4.38182947
## 197 4.50259881 4.27555610 4.50565608 4.39293788 4.50549958 4.41253497
## 198 4.36903960 4.17156229 4.37042988 4.17523615 4.34157890 4.26255714
## 199 4.34841037 4.24161752 4.34403313 4.03025858 4.27881201 4.21497427
## 200 4.58541964 4.46507034 4.58257426 4.31270356 4.53074184 4.45830961
## 201 4.58910572 4.41922017 4.58922688 4.42039478 4.56977465 4.48082583
## 202 4.34688401 4.22780091 4.34361853 4.05161072 4.28425381 4.21676929
## 203 4.44733996 4.34146996 4.44354912 4.14545340 4.38176204 4.31475901
## 204 4.37889482 4.27404600 4.37508462 4.07042556 4.31059128 4.24517132
## 205 4.58413986 4.45350793 4.58164781 4.33768276 4.53883865 4.46150625
## 206 4.58324549 4.44990667 4.58082086 4.33829491 4.53900027 4.46137982
## 207 4.47387336 4.28086586 4.47512726 4.29447055 4.45166049 4.36789944
## 208 4.50375887 4.34964873 4.50260784 4.26750573 4.46273526 4.38549239
## 209 4.57889959 4.43864638 4.57687585 4.32830944 4.53238609 4.45672967
## 210 4.58897099 4.45603762 4.58660866 4.32550687 4.53779999 4.46427003
## 211 4.20732023 4.06232781 4.20585928 3.89661777 4.13710014 4.07854033
## 212 4.24031362 4.09472556 4.23892135 3.94609341 4.17596477 4.11289779
## 213 4.76488652 4.61296195 4.75778889 4.61891986 4.76290318 4.68155634
## 214 5.02421719 4.84771955 5.01837434 4.96918214 5.05443379 4.96335235
## 215 4.62762544 4.46232386 4.62166223 4.49263746 4.62800031 4.54685705
## 216 4.72946304 4.55510770 4.72405469 4.63747897 4.74616903 4.65527066
## 217 4.51037143 4.36204452 4.50379247 4.31271104 4.48684749 4.41460851
## 218 4.56645207 4.38783323 4.56196730 4.44793022 4.56601169 4.48749918
## 219 5.10528324 4.90636219 5.10126260 5.08821439 5.14806240 5.05167619
## 220 4.94931272 4.78581570 4.94260322 4.86532270 4.96968662 4.88055369
## 221 4.86427154 4.66702490 4.86022011 4.81905870 4.89530899 4.81093539
## 222 5.06318239 4.85416226 5.06046265 5.04327159 5.10519307 5.00337274
## 223 5.08484786 4.85859985 5.08338807 5.09950949 5.13842203 5.03472427
## 224 4.59035190 4.41301359 4.58531621 4.47410929 4.59574908 4.51435683
## 225 4.83147122 4.68722946 4.82389475 4.68787835 4.83151287 4.74572737
## 226 4.64219737 4.48830962 4.63530243 4.50926937 4.64360472 4.55991401
## 227 4.53118185 4.37554687 4.52444987 4.38375716 4.52594817 4.44944712
## 228 4.47333000 4.30168567 4.46804792 4.32672980 4.46717333 4.39447650
## 229 4.58086063 4.39332671 4.57681396 4.47905959 4.59231017 4.50455998
## 230 5.28916064 5.08277927 5.28623491 5.26859432 5.33450267 5.22956175
## 231 4.63720846 4.49431758 4.62934683 4.48785961 4.63350306 4.55394233
## 232 4.88127381 4.71965498 4.87458987 4.77123162 4.89336015 4.80711574
## 233 5.20731102 4.99406322 5.20457132 5.18508543 5.25182781 5.15411736
## 234 4.60749081 4.41731530 4.60371872 4.53076192 4.61928477 4.54206085
## 235 4.74903844 4.52961297 4.74718067 4.70653084 4.78020391 4.69195245
## 236 4.81591657 4.62708109 4.81124366 4.75748608 4.84189057 4.75702984
## 237 4.54992156 4.42517811 4.54150071 4.33411983 4.52343958 4.44939810
## 238 4.86949377 4.65891786 4.86670241 4.84116371 4.90665080 4.81298852
## 239 4.66670485 4.49466629 4.66123163 4.53134081 4.66602911 4.58944399
## 240 4.77630928 4.66594948 4.76782617 4.57287115 4.75935437 4.67358481
## 241 4.72568076 4.62840820 4.71617221 4.49429076 4.69885188 4.61862556
## 242 4.52879719 4.37446898 4.52290401 4.40687760 4.53783707 4.44204580
## 243 4.48154864 4.31114263 4.47634057 4.39456428 4.50384256 4.40583525
## 244 4.45704549 4.30895075 4.45086607 4.33358356 4.46500765 4.36851497
## 245 4.75589426 4.63209742 4.74811595 4.58401855 4.75023371 4.65986969
## 246 4.43217855 4.27254350 4.42658159 4.31584337 4.44329086 4.34769635
## 247 4.52027001 4.35864737 4.51488574 4.40494096 4.53146719 4.43529482
## 248 4.93579511 4.75309748 4.93053649 4.87682995 4.96316636 4.87503212
## 249 4.53125295 4.38385784 4.52485687 4.40358270 4.53815036 4.44287328
## 250 4.42115604 4.27004915 4.41505080 4.28308333 4.42484630 4.33220960
## 251 4.40685694 4.25254635 4.40117063 4.27356457 4.41179309 4.31772412
## 252 4.50050246 4.32919518 4.49562369 4.41764566 4.52330919 4.42295736
## 253 5.27891308 5.14267357 5.27231970 5.17107697 5.29665597 5.19372785
## 254 5.26122564 5.12707073 5.25473988 5.15965749 5.28030910 5.17583110
## 255 5.33603602 5.19529347 5.32990024 5.24149366 5.35780600 5.25249784
## 256 4.52469488 4.37105835 4.51872031 4.40552394 4.53482513 4.43856640
## 257 4.48604145 4.32350509 4.48073642 4.38184059 4.50125783 4.40300646
## 258 4.53199275 4.36776401 4.52675870 4.42506229 4.54623420 4.44882531
## 259 4.46741245 4.30590982 4.46228101 4.34952471 4.47727896 4.38061774
## 260 4.52835324 4.37435195 4.52229107 4.40853525 4.53829010 4.44275182
## 261 4.52585931 4.36376676 4.52037806 4.42064879 4.54059391 4.44313430
## 262 4.60131771 4.42750953 4.59643724 4.51883542 4.62572429 4.52628701
## 263 4.77634704 4.67268575 4.76754466 4.56840310 4.75773468 4.67209612
## 264 4.63014461 4.44758676 4.62619367 4.57104160 4.66110175 4.55675105
## 265 5.34995243 5.20874088 5.34343100 5.23493016 5.36630687 5.26544065
## 266 4.49799086 4.33059947 4.49258043 4.39107705 4.51378338 4.41945789
## 267 4.70719841 4.60003351 4.69806555 4.48481343 4.68525692 4.60588316
## 268 4.81733137 4.71700459 4.80800289 4.58928755 4.79312850 4.71264379
## 269 4.71762538 4.60586871 4.70924778 4.49465558 4.69422344 4.61298885
## 270 4.67596043 4.56138024 4.66778648 4.46634468 4.65732550 4.57357409
## 271 5.28916064 5.08277927 5.28623491 5.26859432 5.33450267 5.22956175
## 272 3.76654506 3.41083925 3.78158669 3.91454502 3.84614689 3.74352642
## 273 3.67435882 3.31802280 3.68981489 3.80568983 3.74599664 3.65008840
## 274 3.61568082 3.25772170 3.63100049 3.76239698 3.69317247 3.59405637
## 275 3.66778428 3.31825297 3.68216653 3.78062359 3.73386901 3.63917814
## 276 3.45870605 3.11155984 3.47318189 3.57102054 3.52332335 3.42783357
## 277 3.85547037 3.48814948 3.87120606 4.03987338 3.94693820 3.84395153
## 278 3.92464709 3.55090447 3.94234437 4.10957804 4.01289423 3.91443024
## 279 3.92014825 3.56092585 3.93582661 4.05356569 3.99323457 3.89776280
## 280 3.71665836 3.35207533 3.73292065 3.88940564 3.80345071 3.70061647
## 281 3.63883434 3.30716530 3.65146658 3.71859408 3.69583560 3.59799552
## 282 3.73662451 3.38470947 3.75131112 3.85959792 3.80724851 3.70978580
## 283 3.56693970 3.22076485 3.58049547 3.68723334 3.63771793 3.53862550
## 284 3.86026115 3.50292843 3.87512000 4.01284649 3.94213627 3.83935155
## 285 3.77047743 3.41939534 3.78497627 3.89353768 3.84066125 3.74286242
## 286 3.88071387 3.52005063 3.89616670 4.03907366 3.96379295 3.86153502
## 287 3.80363993 3.44864501 3.81921434 3.92293859 3.87055686 3.77688500
## 288 3.71508188 3.35465603 3.73095445 3.87281109 3.79582059 3.69457352
## 289 3.74517740 3.38332685 3.76091880 3.90103332 3.82585738 3.72637146
## 290 3.70482283 3.34259909 3.72028854 3.87234710 3.79009702 3.68789104
## 291 3.51146393 3.15643029 3.52609404 3.66287988 3.59151560 3.48957238
## 292 3.76619882 3.41524978 3.78005737 3.90224575 3.84349492 3.74189692
## 293 3.71765187 3.36622492 3.73200158 3.84061510 3.78854490 3.69134443
## 294 3.71453039 3.35836400 3.72956549 3.85187268 3.78960621 3.69145150
## 295 3.64959940 3.29603563 3.66427719 3.77888069 3.72142379 3.62471415
## 296 4.10437202 3.73011233 4.12164581 4.29401704 4.19646407 4.09583252
## 297 3.75096020 3.39767128 3.76576299 3.88096945 3.82329199 3.72499763
## 298 3.65529361 3.29747074 3.67062475 3.79588644 3.73080092 3.63332838
## 299 3.62516869 3.26826672 3.63996853 3.77809813 3.70643794 3.60463491
## 300 3.80773449 3.44784775 3.82357546 3.95531224 3.88534708 3.78614043
## 67 68 69 70 71 72
## 2
## 3
## 4
## 5
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## 53
## 54
## 55
## 56
## 57
## 58
## 59
## 60
## 61
## 62
## 63
## 64
## 65
## 66
## 67
## 68 0.29767444
## 69 0.18852843 0.11937852
## 70 0.27841389 0.36952853 0.31986622
## 71 0.37033652 0.45794342 0.41739658 0.24702950
## 72 0.24699065 0.20824103 0.17383657 0.19295514 0.30862579
## 73 0.94882815 0.98045945 0.95099655 0.75711934 0.79965184 0.79853614
## 74 0.71272533 0.61441593 0.63309493 0.93409326 0.97184975 0.79977254
## 75 0.13887195 0.25816237 0.18953752 0.21602740 0.31387925 0.20466389
## 76 0.19078232 0.29956384 0.24151837 0.12501608 0.30374950 0.18631220
## 77 0.26559427 0.17052684 0.18060907 0.24016058 0.38917758 0.16123236
## 78 0.49980046 0.36034192 0.36546131 0.56700960 0.60656776 0.38540885
## 79 0.31849442 0.42296205 0.35902664 0.14489153 0.28619391 0.21928213
## 80 0.27516731 0.23416373 0.17842118 0.47521796 0.52681225 0.32142279
## 81 0.27377227 0.44329202 0.38144130 0.29742496 0.20975149 0.35537805
## 82 0.32946322 0.45104876 0.39418343 0.10226771 0.29994241 0.26997719
## 83 0.41589943 0.33110741 0.34781610 0.60165747 0.66633930 0.50136936
## 84 0.54369517 0.35576912 0.42141902 0.68366907 0.75427584 0.55781516
## 85 0.16104977 0.22401361 0.16531206 0.17608775 0.31068916 0.14053304
## 86 0.44853717 0.45712929 0.44671149 0.62905371 0.69779407 0.58157050
## 87 0.55831582 0.66610827 0.61851116 0.31605163 0.38563347 0.46550864
## 88 0.20186222 0.15989054 0.09079370 0.29283788 0.39257874 0.13833124
## 89 0.96021448 0.87242038 0.87436169 0.90070155 0.92419419 0.79604876
## 90 1.24121443 1.16656783 1.16196408 1.20534376 1.20532377 1.09752100
## 91 1.02122114 0.96488552 0.95393900 0.95223151 0.96076444 0.86490916
## 92 2.39233307 2.47337120 2.43311327 2.19195301 2.19286376 2.27747648
## 93 0.94802922 0.91814891 0.90025122 0.85077698 0.86135103 0.79153619
## 94 2.42409369 2.49548051 2.45930082 2.21960501 2.21945370 2.30197348
## 95 1.07610355 1.04939190 1.03563934 0.93321269 0.94989416 0.90523739
## 96 1.56333782 1.52841044 1.50986057 1.51452363 1.50325000 1.43356464
## 97 1.12571810 1.10810141 1.08336704 1.06004836 1.06239894 0.99311284
## 98 1.19232933 1.16445009 1.14370439 1.12779567 1.12914099 1.05572278
## 99 1.45298225 1.49221045 1.45225950 1.34518690 1.32354261 1.33532689
## 100 1.11095791 1.09023528 1.07375362 0.97886696 0.97371014 0.94684052
## 101 0.99330020 0.90776660 0.90093771 1.05706167 1.05953647 0.90486981
## 102 0.90975757 0.78746705 0.79420963 1.00151216 1.02809699 0.82996178
## 103 1.36017131 1.30324875 1.28936073 1.40511571 1.37940379 1.27426017
## 104 1.39327701 1.39592368 1.36888647 1.27926262 1.28125314 1.25254831
## 105 1.31919516 1.35520151 1.31994072 1.18238082 1.18329640 1.19009057
## 106 1.36017131 1.30324875 1.28936073 1.40511571 1.37940379 1.27426017
## 107 0.91066052 0.94036828 0.89770563 0.83021904 0.85070093 0.79446349
## 108 1.22711561 1.22488560 1.19632147 1.14390268 1.14502655 1.09561914
## 109 0.91907529 0.86887899 0.85040835 0.95399688 0.92610504 0.82428369
## 110 1.05555067 1.01585372 0.99335818 1.07016065 1.07771501 0.95586814
## 111 1.12961050 1.04368959 1.03794542 1.21055951 1.22871354 1.05714680
## 112 0.92629252 0.84307187 0.83577672 1.02153851 1.02429278 0.86339110
## 113 1.01779583 0.94693623 0.93759728 1.06954203 1.04700853 0.92840010
## 114 1.79969697 1.89040843 1.84401230 1.62391243 1.62254382 1.69773247
## 115 1.45298225 1.49221045 1.45225950 1.34518690 1.32354261 1.33532689
## 116 0.97754271 0.98220301 0.95498529 0.85530017 0.86801295 0.83171524
## 117 1.34605938 1.34240219 1.32462267 1.17236064 1.17075997 1.17905968
## 118 1.09117492 0.98293740 0.98608965 1.13255647 1.13767131 0.97880330
## 119 1.04383253 1.02631018 1.00041261 0.97837222 1.00109980 0.91132803
## 120 1.85200212 1.91300060 1.88297504 1.62551987 1.62489462 1.71791440
## 121 1.08330185 1.01930262 1.01132392 1.02408856 1.02198265 0.92907113
## 122 1.10571661 1.02275373 1.02182850 1.04693180 1.06141727 0.94413586
## 123 2.48849705 2.53642591 2.50778462 2.28325785 2.28378863 2.35030188
## 124 1.12892783 1.07378991 1.06884233 1.07738246 1.00926080 0.98788254
## 125 0.75231089 0.69072006 0.68125456 0.68922822 0.73152523 0.59526026
## 126 0.87962931 0.81996988 0.81288398 0.77023375 0.80304225 0.70052532
## 127 2.36076220 2.41696024 2.38767060 2.14312673 2.14815091 2.22605994
## 128 0.87146803 0.74947851 0.75910394 0.91480571 0.92479911 0.75508137
## 129 1.23979637 1.18003685 1.17363103 1.14005896 1.13971300 1.06929134
## 130 1.16459696 1.13298020 1.11778373 1.04299780 1.07623090 1.00123756
## 131 1.34816249 1.33985170 1.32027219 1.19572796 1.20395622 1.18560631
## 132 1.14710678 1.13265598 1.11302412 1.00838391 1.02825021 0.98478186
## 133 1.28304673 1.24054278 1.22943077 1.17481552 1.18608943 1.12003374
## 134 1.06335841 1.02279742 1.00775014 0.99203930 0.99672603 0.91615708
## 135 0.86175022 0.79760734 0.78807475 0.79736351 0.83580926 0.70299016
## 136 1.15374979 1.13839113 1.11818986 1.03548922 1.03821251 0.99906582
## 137 1.12311273 1.11324197 1.08900713 1.01623260 1.02848260 0.97596223
## 138 1.16828347 1.05885468 1.06478859 1.19838658 1.20460940 1.05022445
## 139 1.11780779 1.07766597 1.05713257 1.08653968 1.09296096 0.99032488
## 140 1.10340937 1.11312909 1.08213470 0.98991223 1.00668462 0.96454695
## 141 1.12988881 1.11487335 1.09088309 1.09712107 1.04473363 1.01671432
## 142 1.12817097 1.08996409 1.07319209 1.05730187 1.06942436 0.98291449
## 143 1.26998886 1.16102963 1.16863585 1.25675539 1.28392467 1.12726813
## 144 1.16086390 1.14643439 1.12734070 1.06395371 1.02082688 1.01698102
## 145 1.30098467 1.30378583 1.28015333 1.14954027 1.16614479 1.14580120
## 146 0.98471124 0.87489174 0.88187804 0.98822846 1.01369812 0.84949449
## 147 1.62100880 1.67653532 1.64303668 1.43258405 1.41455344 1.48969881
## 148 1.19688963 1.19073885 1.16861062 1.06518390 1.06424503 1.04205138
## 149 1.12311273 1.11324197 1.08900713 1.01623260 1.02848260 0.97596223
## 150 2.74639329 2.80959673 2.75649270 2.73206552 2.66041901 2.69059443
## 151 2.46776410 2.53251848 2.47810969 2.46314515 2.38464132 2.41764866
## 152 2.87818336 2.91250926 2.87174089 2.83201818 2.76252415 2.78988724
## 153 2.74239318 2.77840735 2.73655942 2.70175696 2.63520073 2.65757871
## 154 2.61245056 2.63520227 2.59791176 2.57267177 2.50601626 2.52047102
## 155 2.89802302 2.92943309 2.89061357 2.84059371 2.77363834 2.80262095
## 156 2.64893316 2.68905331 2.64342025 2.63795301 2.56804110 2.58156735
## 157 2.73554495 2.77245468 2.72799124 2.71614398 2.65307944 2.66195226
## 158 2.70501980 2.74405421 2.69882530 2.69520857 2.62367343 2.63784170
## 159 2.96713267 3.00332005 2.96089921 2.93406084 2.87077949 2.88668669
## 160 2.66356390 2.71222532 2.66393105 2.63659529 2.56348192 2.59333074
## 161 2.76311771 2.82781957 2.77599248 2.71708643 2.64934117 2.69200710
## 162 2.86082498 2.90043271 2.85594590 2.83772614 2.76962964 2.78716288
## 163 2.78109791 2.83450465 2.78518573 2.75908029 2.68306641 2.71579443
## 164 2.60516046 2.65274348 2.60557480 2.58664380 2.50757211 2.53815040
## 165 2.83357852 2.88807959 2.83890148 2.79907399 2.73458458 2.76235205
## 166 2.47106244 2.52635173 2.47282594 2.51514074 2.43594323 2.44330385
## 167 2.94486597 3.00219426 2.95140975 2.92882837 2.85808076 2.88515261
## 168 2.56199400 2.60406693 2.55759011 2.55491904 2.48311564 2.49768452
## 169 2.56351309 2.62902017 2.57476033 2.55200527 2.47844124 2.51018249
## 170 2.95666817 3.00502666 2.95748702 2.93154646 2.86389481 2.88698127
## 171 2.60343418 2.64215844 2.59779276 2.58220236 2.51249893 2.52977526
## 172 2.68352879 2.72803817 2.68170846 2.66264737 2.59247527 2.61346955
## 173 2.85686464 2.90464401 2.85802626 2.82231599 2.75641679 2.78187262
## 174 2.46724721 2.49456053 2.45493888 2.43478901 2.37241720 2.38121491
## 175 2.68451844 2.71496152 2.67292446 2.67715397 2.60710828 2.61398381
## 176 2.54297995 2.59988503 2.54717788 2.56570826 2.48207865 2.50396026
## 177 2.62835427 2.69027924 2.63704322 2.62353933 2.54652765 2.57685946
## 178 2.44609831 2.50238364 2.44847971 2.47472780 2.39839446 2.40991369
## 179 2.55234434 2.61322182 2.56070353 2.53701618 2.46124476 2.49437178
## 180 2.87818336 2.91250926 2.87174089 2.83201818 2.76252415 2.78988724
## 181 2.74239318 2.77840735 2.73655942 2.70175696 2.63520073 2.65757871
## 182 4.40110228 4.47750871 4.41612046 4.52781294 4.44607059 4.44142171
## 183 4.32190587 4.37599565 4.32246489 4.40099204 4.32111398 4.31800857
## 184 4.23405225 4.29114018 4.23711754 4.36868744 4.28242622 4.26963445
## 185 4.31296535 4.37668437 4.32008727 4.42665624 4.34008840 4.33748367
## 186 4.31278378 4.38106965 4.32326161 4.42019902 4.33072092 4.33548692
## 187 4.34703458 4.41418013 4.35600746 4.47035808 4.38919562 4.37972186
## 188 4.44133265 4.50319146 4.44730821 4.56448666 4.48034466 4.47112058
## 189 4.09514929 4.11237268 4.07192896 4.20553400 4.12986477 4.09238177
## 190 4.26227499 4.29495806 4.24986528 4.32350936 4.24269380 4.23538991
## 191 4.50083112 4.58775952 4.52392558 4.58702515 4.49399233 4.52047927
## 192 4.31177374 4.36291963 4.31050507 4.42742759 4.34399649 4.33082663
## 193 4.26357099 4.31735765 4.26390084 4.38661655 4.30476624 4.28899868
## 194 4.51280422 4.59553017 4.53214708 4.62183931 4.53756827 4.54465629
## 195 4.33523462 4.40696786 4.34739715 4.45837328 4.37502744 4.37037858
## 196 4.43483705 4.49014014 4.43698241 4.48270410 4.40490591 4.41206845
## 197 4.46597641 4.52072015 4.46859159 4.50253771 4.41856020 4.43653845
## 198 4.32505943 4.36186011 4.31520611 4.38481945 4.30354239 4.29964439
## 199 4.25205021 4.30434974 4.25199978 4.37389936 4.28566892 4.27628015
## 200 4.48124519 4.55797672 4.49695460 4.60080295 4.51522536 4.51679497
## 201 4.50325646 4.59349410 4.52733726 4.58848184 4.50948792 4.52349811
## 202 4.25235620 4.31085970 4.25601183 4.36920449 4.28435619 4.27602647
## 203 4.34041373 4.41032057 4.35139854 4.46798639 4.38493821 4.37765125
## 204 4.27345755 4.33966556 4.28192114 4.40151094 4.31985382 4.30890154
## 205 4.48324063 4.56442757 4.50165204 4.59458268 4.50962120 4.51577387
## 206 4.48488757 4.56373165 4.50194142 4.59384717 4.50692315 4.51459811
## 207 4.41697233 4.47277668 4.41922928 4.48313654 4.40135984 4.40580692
## 208 4.42320879 4.48622163 4.43014036 4.51771939 4.43039623 4.43438407
## 209 4.48845457 4.55753825 4.49895017 4.59280897 4.50837339 4.50950782
## 210 4.49477221 4.56391874 4.50530540 4.60464381 4.52039604 4.51952876
## 211 4.14713085 4.16471977 4.12401161 4.24308212 4.16846078 4.13477431
## 212 4.17277944 4.20375981 4.15809364 4.27080700 4.19569869 4.16861512
## 213 4.74501072 4.75032104 4.72060776 4.76370584 4.65440447 4.69115221
## 214 5.02351351 5.03295214 5.00431880 5.00828663 4.89649304 4.95520101
## 215 4.61776929 4.61623861 4.58872932 4.62808171 4.52371971 4.55435327
## 216 4.71236793 4.73271296 4.69765803 4.71865124 4.60994925 4.65817668
## 217 4.49017951 4.48278264 4.45539550 4.52210132 4.42732992 4.43472702
## 218 4.56780501 4.56038006 4.53300282 4.56868191 4.49346005 4.49508822
## 219 5.11205023 5.12699815 5.09633295 5.08431467 4.97687415 5.03839145
## 220 4.93727654 4.95073535 4.91981101 4.93627546 4.82376556 4.87868592
## 221 4.89422654 4.87219391 4.85596845 4.85654924 4.75089017 4.79642236
## 222 5.05514879 5.09051835 5.05066802 5.04027821 4.93426564 4.99604685
## 223 5.09197697 5.12091681 5.08441669 5.05929564 4.95431450 5.01980431
## 224 4.59120242 4.58371853 4.55840735 4.59054521 4.49195509 4.51813673
## 225 4.79549608 4.81993292 4.78306047 4.82505897 4.71170621 4.75798487
## 226 4.62030387 4.63187275 4.59942891 4.63828182 4.53334440 4.56905760
## 227 4.52515259 4.51351902 4.48981590 4.53516837 4.43450343 4.45753530
## 228 4.48467327 4.45502969 4.43817710 4.48326563 4.38545430 4.40005582
## 229 4.57309437 4.58235089 4.55041479 4.57642644 4.47452746 4.50915738
## 230 5.27299197 5.31760210 5.27553402 5.26332238 5.14216004 5.22205557
## 231 4.61745125 4.61956354 4.59130860 4.63658977 4.52755688 4.56336713
## 232 4.86762917 4.87595910 4.84663859 4.87362794 4.75694653 4.80915295
## 233 5.21760568 5.22961887 5.20106150 5.18891664 5.06484533 5.13999460
## 234 4.63169955 4.60871730 4.58865625 4.60747379 4.53911598 4.53911374
## 235 4.77633780 4.76353724 4.74207889 4.74224058 4.64190795 4.68103649
## 236 4.83518234 4.82152092 4.80108221 4.80788093 4.70608516 4.74709364
## 237 4.50916866 4.51740841 4.48516374 4.55841062 4.44871550 4.47346740
## 238 4.88352702 4.88912025 4.86085534 4.85474748 4.75297111 4.80194527
## 239 4.67253595 4.65275933 4.63255274 4.67176938 4.56999464 4.59376087
## 240 4.69516530 4.75387053 4.70501485 4.77197123 4.63563171 4.70261860
## 241 4.64437807 4.69336667 4.64802971 4.72661362 4.59060937 4.65073588
## 242 4.47398122 4.52950865 4.48120545 4.51553819 4.39071832 4.45697912
## 243 4.44561670 4.48916432 4.44687199 4.46566492 4.33393911 4.41069077
## 244 4.39514509 4.45784402 4.40666583 4.44254081 4.31906120 4.38547402
## 245 4.68193654 4.74224432 4.69320799 4.74684795 4.60914673 4.68306151
## 246 4.38414079 4.43346528 4.38777155 4.41981702 4.29286777 4.36029109
## 247 4.47063378 4.52290580 4.47579725 4.50726203 4.38312769 4.44858922
## 248 4.94382146 4.94278323 4.91763996 4.92388987 4.81757399 4.86667949
## 249 4.47201932 4.53017083 4.48079943 4.51778479 4.39368384 4.45931181
## 250 4.36910897 4.41616085 4.37110645 4.41221901 4.28435050 4.34839700
## 251 4.35254703 4.40450630 4.35733113 4.39686320 4.27086153 4.33453233
## 252 4.45687798 4.51169113 4.46443414 4.48223203 4.35592968 4.43019755
## 253 5.19376670 5.28751724 5.22741789 5.25325692 5.11313187 5.21065636
## 254 5.17014572 5.27265196 5.20915106 5.23319164 5.09608643 5.19387416
## 255 5.24931969 5.34962714 5.28691601 5.30749129 5.17079206 5.26872031
## 256 4.46945518 4.52600115 4.47747211 4.51065814 4.38500017 4.45301074
## 257 4.43498850 4.49193726 4.44339226 4.47043694 4.34473912 4.41496898
## 258 4.48334955 4.53702113 4.48958914 4.51745429 4.39275965 4.46069362
## 259 4.41365371 4.47053970 4.42138125 4.45451318 4.33158928 4.39589835
## 260 4.47593585 4.52881014 4.48170072 4.51499082 4.38941273 4.45646274
## 261 4.47706524 4.53088401 4.48342395 4.51069215 4.38660494 4.45458676
## 262 4.56387604 4.61139277 4.56773247 4.58401212 4.45120666 4.53090727
## 263 4.68914541 4.75292038 4.70226238 4.77144809 4.63469754 4.70294737
## 264 4.58747121 4.64987232 4.59986651 4.60738099 4.48339312 4.56131981
## 265 5.27368872 5.35536918 5.30000846 5.32757638 5.18357554 5.28066223
## 266 4.46452476 4.49925973 4.46025035 4.48684804 4.35300433 4.42613097
## 267 4.64121532 4.67485427 4.63653448 4.70994457 4.56438522 4.63199962
## 268 4.73931963 4.78548025 4.74211199 4.81817860 4.67495952 4.74260381
## 269 4.64444107 4.68847689 4.64511054 4.71960327 4.58106919 4.64277226
## 270 4.60207074 4.65083618 4.60595160 4.67516955 4.53518162 4.60170382
## 271 5.27299197 5.31760210 5.27553402 5.26332238 5.14216004 5.22205557
## 272 3.83049980 3.85226609 3.81847601 3.75240486 3.69738897 3.72117838
## 273 3.74852559 3.75327311 3.72578071 3.66814194 3.61743459 3.62893793
## 274 3.68888146 3.69886120 3.66959720 3.60552030 3.55345021 3.57054057
## 275 3.74033062 3.74057614 3.71409372 3.66367499 3.61149377 3.61986566
## 276 3.52595858 3.53178507 3.50275151 3.45470349 3.40407403 3.41082588
## 277 3.93603390 3.94910462 3.91980791 3.83776060 3.78753566 3.81277547
## 278 4.00896367 4.01991411 3.99180122 3.91127005 3.86983423 3.88554970
## 279 3.99711887 4.00012987 3.97366001 3.91337689 3.86298313 3.87532340
## 280 3.78804388 3.80895698 3.77651754 3.70096029 3.64827067 3.67432225
## 281 3.68772922 3.70501858 3.67064232 3.63361603 3.57476638 3.58715676
## 282 3.80554183 3.81358730 3.78467701 3.72925245 3.67341654 3.68959599
## 283 3.63385008 3.64162426 3.61250609 3.55852254 3.49822678 3.51785881
## 284 3.92812545 3.94658946 3.91427430 3.84522826 3.78969413 3.81476989
## 285 3.83817687 3.84779448 3.81777526 3.76234684 3.71081239 3.72320051
## 286 3.95064674 3.96896750 3.93696987 3.86582616 3.81245468 3.83645400
## 287 3.87703275 3.87990502 3.85274262 3.79976825 3.75269936 3.75812328
## 288 3.78366912 3.80342847 3.77043155 3.70166643 3.65383045 3.67149865
## 289 3.82078193 3.83139343 3.80226724 3.73356704 3.68308163 3.70120149
## 290 3.77922861 3.79420295 3.76350844 3.68977170 3.63837781 3.66083377
## 291 3.58099808 3.59556077 3.56443791 3.49848436 3.44314421 3.46528002
## 292 3.83367667 3.84633492 3.81594213 3.75363544 3.69278291 3.71834143
## 293 3.78911192 3.79349289 3.76606758 3.71037040 3.65357095 3.66998479
## 294 3.78774459 3.79504893 3.76674581 3.70558546 3.65169479 3.66860384
## 295 3.72388845 3.72696000 3.69987045 3.64258662 3.59009427 3.60273146
## 296 4.18857328 4.20107068 4.17277697 4.08817354 4.04146931 4.06473482
## 297 3.81965806 3.83033545 3.80013829 3.74206948 3.69082824 3.70444190
## 298 3.73088695 3.73628317 3.70889777 3.64702185 3.59394368 3.60994296
## 299 3.69639615 3.70992205 3.67957119 3.61193031 3.55495486 3.57939314
## 300 3.87843694 3.89297565 3.86201880 3.79677215 3.74764141 3.76370811
## 73 74 75 76 77 78
## 2
## 3
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## 73
## 74 1.55557315
## 75 0.95009058 0.73724709
## 76 0.86479140 0.82677139 0.11857143
## 77 0.90571017 0.74244481 0.18986852 0.16803406
## 78 0.88517158 0.73625788 0.53190445 0.55281779 0.47269747
## 79 0.64729646 0.98757931 0.30921390 0.23597310 0.32846687 0.52058527
## 80 1.03352564 0.53526278 0.33500806 0.40211765 0.35204028 0.30905301
## 81 0.96122405 0.85719018 0.23938977 0.27154715 0.37907489 0.65491565
## 82 0.70121828 1.00813817 0.29679333 0.19236738 0.31389137 0.61897454
## 83 1.28728528 0.36667288 0.40597765 0.48708879 0.40959908 0.60481886
## 84 1.32443654 0.35759266 0.51546320 0.58130541 0.45852118 0.60220059
## 85 0.88930702 0.75932994 0.08819770 0.08199975 0.12469492 0.48698716
## 86 1.36357330 0.47113465 0.42578447 0.51091617 0.48400832 0.76030368
## 87 0.53839711 1.24398742 0.52412133 0.43284973 0.53900222 0.76750209
## 88 0.87776593 0.69315983 0.22069796 0.23567364 0.18379106 0.33211912
## 89 0.63706159 1.29769315 0.98928218 0.95368468 0.90748610 0.58112637
## 90 0.85586369 1.52196003 1.28216064 1.25846254 1.21972144 0.83654839
## 91 0.59828026 1.40132149 1.05265657 1.01776049 0.99349798 0.67387867
## 92 1.50789428 3.04583117 2.39438164 2.30851790 2.38362470 2.36582094
## 93 0.44028850 1.40166234 0.97575332 0.92715645 0.91966097 0.67282631
## 94 1.52525712 3.07129814 2.42375564 2.33662712 2.40640340 2.38557695
## 95 0.34093640 1.57304815 1.08876310 1.02536252 1.02623313 0.84523835
## 96 1.02278324 1.89049334 1.61058919 1.58122506 1.56729979 1.20551345
## 97 0.61048006 1.53653148 1.16979336 1.12987543 1.12547047 0.82094167
## 98 0.66822267 1.58273500 1.23515150 1.19674192 1.18678159 0.86853342
## 99 0.71007763 1.96393041 1.49097537 1.43921358 1.47601381 1.25320290
## 100 0.40289961 1.59946188 1.12734187 1.07088439 1.07546528 0.86964428
## 101 1.02919692 1.11390788 1.05583450 1.06598407 1.00841430 0.55038327
## 102 1.10442477 0.93118337 0.96861208 0.98831580 0.90695361 0.45050586
## 103 1.20146390 1.49959640 1.42732197 1.43090332 1.39142859 0.94796040
## 104 0.63270530 1.87347499 1.42563681 1.36942977 1.38420143 1.14740860
## 105 0.48434520 1.86735450 1.34844277 1.28041631 1.31637666 1.15573751
## 106 1.20146390 1.49959640 1.42732197 1.43090332 1.39142859 0.94796040
## 107 0.41818291 1.41506809 0.95654371 0.90699477 0.93032645 0.71095320
## 108 0.60371637 1.67145018 1.26907312 1.22246259 1.22943972 0.95333510
## 109 0.87864065 1.15813160 0.97809834 0.98125065 0.94813574 0.52642553
## 110 0.85265238 1.32470874 1.12015264 1.10559693 1.07687234 0.67563134
## 111 1.16796742 1.18352793 1.20122977 1.21005704 1.14636130 0.69722416
## 112 1.08503255 0.99398057 0.99665684 1.01405782 0.95166870 0.50397532
## 113 1.00170760 1.17509781 1.07960143 1.08624528 1.03809774 0.59826975
## 114 0.93052487 2.43947521 1.81775846 1.73385464 1.80825630 1.76694212
## 115 0.71007763 1.96393041 1.49097537 1.43921358 1.47601381 1.25320290
## 116 0.31739876 1.49316192 1.00455751 0.94283897 0.95735793 0.77797843
## 117 0.46018286 1.88842633 1.34903806 1.27990958 1.30169286 1.16368018
## 118 1.05267266 1.20439836 1.14170083 1.14924373 1.08413200 0.62505678
## 119 0.55605183 1.46394349 1.08910747 1.04524112 1.03903214 0.74785860
## 120 0.98424474 2.50763968 1.83348559 1.74654565 1.81606835 1.84691142
## 121 0.67651781 1.43190591 1.11588957 1.08664104 1.05781732 0.71347914
## 122 0.70975678 1.42828257 1.13580838 1.10525913 1.06480176 0.71445210
## 123 1.56333740 3.11066005 2.48646305 2.40048619 2.45672250 2.40625190
## 124 0.78011550 1.45952171 1.15880810 1.13870747 1.11558427 0.78686507
## 125 0.54328497 1.15995849 0.78414540 0.74050707 0.70592365 0.44509869
## 126 0.44028479 1.32288815 0.89450510 0.84496790 0.82243396 0.59064882
## 127 1.45385343 3.00461973 2.35104639 2.26172090 2.32502264 2.31973973
## 128 0.94236622 1.01136392 0.91772678 0.92275384 0.84808643 0.40144209
## 129 0.65555829 1.63373005 1.25883947 1.21959641 1.20039518 0.90405266
## 130 0.46154546 1.62790647 1.18721608 1.12754751 1.12192952 0.89745657
## 131 0.50497890 1.86330686 1.36087337 1.29656351 1.31193141 1.13167476
## 132 0.37941501 1.64994333 1.16438533 1.10200091 1.11015574 0.92000159
## 133 0.60684195 1.70761593 1.30818155 1.25654413 1.24437295 0.97675482
## 134 0.58296678 1.45998048 1.10026707 1.05931340 1.04209766 0.73900970
## 135 0.55492400 1.25071747 0.89366747 0.85404324 0.82127302 0.52353095
## 136 0.45353969 1.63092787 1.17879110 1.12333827 1.12807217 0.90103052
## 137 0.45885542 1.59616206 1.15422479 1.10021698 1.10580181 0.86856306
## 138 1.06245385 1.28906188 1.21904216 1.21852215 1.15180620 0.70536638
## 139 0.75194726 1.45243539 1.16636757 1.14237544 1.12250205 0.75544792
## 140 0.40197953 1.60788537 1.13590714 1.07753870 1.09489372 0.88648875
## 141 0.76628833 1.48825771 1.17882568 1.15734953 1.15233725 0.81471963
## 142 0.61429350 1.52142570 1.16686903 1.12552798 1.10982896 0.80093268
## 143 0.98675965 1.46172092 1.31243086 1.29283569 1.22980876 0.82450260
## 144 0.57416488 1.60661724 1.18940178 1.14640190 1.15041885 0.89471749
## 145 0.44323711 1.83003886 1.31775805 1.24937615 1.26936012 1.10362240
## 146 0.86103012 1.19068617 1.02890342 1.01355650 0.94696807 0.54026483
## 147 0.71820352 2.23686856 1.62650180 1.54712297 1.60510424 1.54414053
## 148 0.43498178 1.69726421 1.21796895 1.15918278 1.17186907 0.96805310
## 149 0.45885542 1.59616206 1.15422479 1.10021698 1.10580181 0.86856306
## 150 2.24422500 3.09108082 2.81441261 2.80318777 2.84507093 2.50654334
## 151 2.02831480 2.80120557 2.53461100 2.53107537 2.57404115 2.23437197
## 152 2.27996718 3.23800196 2.93220322 2.91276465 2.94353212 2.60705581
## 153 2.15593143 3.09873104 2.79972349 2.78011947 2.81015382 2.47031623
## 154 2.03736602 2.95167767 2.66730372 2.64959136 2.67229057 2.32168099
## 155 2.26351319 3.27401432 2.94887252 2.92472486 2.95504427 2.62759341
## 156 2.16432023 2.95762646 2.71373272 2.70633889 2.73530633 2.37328741
## 157 2.21874022 3.05438402 2.79817750 2.78734265 2.81561644 2.45682117
## 158 2.22548614 3.00789391 2.76940987 2.76331023 2.79186713 2.42789443
## 159 2.38843653 3.30609947 3.02851424 3.00969660 3.03810510 2.68890903
## 160 2.17502686 3.00784634 2.71722295 2.71233138 2.75215421 2.41983565
## 161 2.17360804 3.16639206 2.82068975 2.79968292 2.84769340 2.54104071
## 162 2.32683902 3.18685620 2.92322346 2.91060503 2.94071385 2.58654504
## 163 2.27162558 3.12333328 2.84229263 2.83312217 2.87237834 2.53261449
## 164 2.11104544 2.93720072 2.66668346 2.65867835 2.69379224 2.34713986
## 165 2.26377672 3.20247776 2.89524136 2.87681251 2.91660602 2.58672153
## 166 2.18755360 2.69539439 2.54961325 2.56330822 2.59358458 2.21257841
## 167 2.42626920 3.28053769 3.01260245 3.00029330 3.03885443 2.69410740
## 168 2.09491076 2.86816151 2.62775907 2.62191734 2.65146534 2.28906446
## 169 2.08442750 2.90997954 2.63112019 2.62223865 2.66551949 2.32931823
## 170 2.41486341 3.29649504 3.01959399 3.00595974 3.04144886 2.69626557
## 171 2.08682518 2.93078996 2.66546150 2.65404266 2.68342559 2.32923593
## 172 2.16406781 3.01618157 2.74672828 2.73489730 2.76744504 2.41739727
## 173 2.28549788 3.21598254 2.91768673 2.89965098 2.93563267 2.59929327
## 174 1.90971826 2.80504401 2.52658525 2.50872753 2.53188329 2.17905949
## 175 2.20480063 2.97217179 2.75006948 2.74317343 2.76557706 2.39179886
## 176 2.18988403 2.80938162 2.61562680 2.62285403 2.65764736 2.29068398
## 177 2.17657011 2.95435949 2.69582128 2.69148478 2.73266787 2.38832027
## 178 2.12750458 2.70271272 2.51822505 2.52944216 2.56395544 2.19566853
## 179 2.07234476 2.89849556 2.61628436 2.60872511 2.65096676 2.31483314
## 180 2.27996718 3.23800196 2.93220322 2.91276465 2.94353212 2.60705581
## 181 2.15593143 3.09873104 2.79972349 2.78011947 2.81015382 2.47031623
## 182 4.36343243 4.42268402 4.49848304 4.54233866 4.57329972 4.18775002
## 183 4.11411310 4.42404158 4.40699295 4.43621563 4.46257470 4.06199197
## 184 4.23487200 4.20646356 4.32878660 4.37798077 4.39729974 3.99806956
## 185 4.23348172 4.34662175 4.40519293 4.44674281 4.47321972 4.07755530
## 186 4.20613649 4.36892431 4.40537224 4.44353263 4.47309548 4.08056507
## 187 4.29388166 4.36413073 4.44320148 4.48591599 4.51202936 4.11718687
## 188 4.38426412 4.44924663 4.53706428 4.57981509 4.60284511 4.20290592
## 189 4.00086623 4.06998638 4.18206022 4.22281302 4.22289867 3.78973624
## 190 3.98803900 4.37411370 4.34178091 4.36475120 4.38121610 3.96696341
## 191 4.32479826 4.63053934 4.59040375 4.62130275 4.66518137 4.29450771
## 192 4.24065695 4.32140505 4.40238310 4.44563214 4.46494398 4.05909194
## 193 4.21758487 4.26050555 4.35644167 4.40137809 4.42068158 4.01652560
## 194 4.40874921 4.58512043 4.60792480 4.64528588 4.68263229 4.30251428
## 195 4.28255876 4.35959108 4.43184543 4.47433371 4.50303564 4.11248504
## 196 4.11256318 4.60856623 4.51464857 4.53137400 4.56262007 4.17188112
## 197 4.11785128 4.66050391 4.54081958 4.55609632 4.58967775 4.20609246
## 198 4.05085882 4.44463024 4.40362717 4.42718334 4.44678878 4.03754010
## 199 4.21057619 4.24743517 4.34277842 4.38922374 4.40852735 4.00561960
## 200 4.41138113 4.52005042 4.57830339 4.61885920 4.65075178 4.26387451
## 201 4.30909770 4.64424691 4.59610179 4.62301432 4.66774255 4.29695842
## 202 4.18213728 4.27193276 4.34508079 4.38733822 4.41011062 4.00924868
## 203 4.30432184 4.35091410 4.43748336 4.48166343 4.50864117 4.11680721
## 204 4.23918026 4.27836790 4.37030362 4.41465211 4.43940821 4.04426252
## 205 4.38782073 4.54802584 4.57858293 4.61685536 4.65295304 4.27131485
## 206 4.38273391 4.55120318 4.57903669 4.61716035 4.65251723 4.26933849
## 207 4.15872954 4.55029047 4.50043452 4.52418759 4.55311420 4.15625981
## 208 4.26694392 4.50093894 4.51285431 4.54675415 4.57546608 4.17892623
## 209 4.36665713 4.55165301 4.58085930 4.61768034 4.64825482 4.25585596
## 210 4.39130491 4.54503986 4.58851291 4.62691350 4.65649412 4.26338422
## 211 4.00043821 4.15683026 4.23116968 4.26724604 4.27002042 3.83803771
## 212 4.02839741 4.19872456 4.25977058 4.29530300 4.30506614 3.88149036
## 213 4.54452761 4.85968836 4.77327766 4.81625792 4.83685503 4.50209640
## 214 4.75007672 5.20689824 5.03870133 5.07320641 5.10249403 4.80566704
## 215 4.38211386 4.74462534 4.64493883 4.68373391 4.70115480 4.36089804
## 216 4.45996675 4.87970267 4.74193516 4.77800306 4.80829111 4.48514070
## 217 4.29987379 4.56823266 4.52590275 4.56889270 4.57850395 4.21374735
## 218 4.28702201 4.71260711 4.59557496 4.62661302 4.64064612 4.29924035
## 219 4.78262375 5.33286738 5.12776056 5.15513942 5.18853359 4.89594083
## 220 4.70150432 5.09856746 4.95748464 4.99623006 5.02549063 4.72042311
## 221 4.55595572 5.07952983 4.89956840 4.92718740 4.94163455 4.63664569
## 222 4.71608026 5.28963587 5.08465413 5.10974399 5.15068797 4.84369339
## 223 4.70339701 5.35266064 5.11544447 5.13486780 5.17486001 4.87645525
## 224 4.32051464 4.73390043 4.61531455 4.64987419 4.66534401 4.32669877
## 225 4.62230726 4.91543118 4.82987054 4.87505606 4.90456285 4.57637128
## 226 4.41575347 4.74861446 4.64994928 4.69151940 4.71550618 4.38524758
## 227 4.30689012 4.63545912 4.54833548 4.58905217 4.60139286 4.26274318
## 228 4.22184075 4.59536682 4.50437916 4.54045223 4.54367406 4.19333797
## 229 4.28786826 4.73757044 4.60461052 4.63687836 4.66012682 4.31892320
## 230 4.94851299 5.50657493 5.30462370 5.33201935 5.37757468 5.07314873
## 231 4.43613031 4.72454336 4.64285991 4.68784198 4.70717439 4.37803502
## 232 4.64131696 5.00923276 4.89070431 4.93122477 4.95612424 4.63625176
## 233 4.86228506 5.43780453 5.23564568 5.26166455 5.29280923 4.98552263
## 234 4.30475250 4.79993432 4.64665865 4.67198671 4.68174424 4.36040930
## 235 4.39434039 4.98056342 4.79255911 4.81456720 4.83140522 4.50547994
## 236 4.52170884 5.01365047 4.84540446 4.87539237 4.89286406 4.58471886
## 237 4.38639668 4.56784545 4.54855488 4.59932236 4.61589289 4.26007065
## 238 4.52662305 5.10069620 4.90193976 4.92619843 4.95325242 4.64236794
## 239 4.41116716 4.79356658 4.69322035 4.72978323 4.73877724 4.39541847
## 240 4.63530320 4.76740475 4.75148129 4.80627087 4.84535325 4.50863130
## 241 4.61331874 4.68767598 4.69875739 4.75738287 4.79068930 4.44949825
## 242 4.29858404 4.62596455 4.52261729 4.56487989 4.60772297 4.27839338
## 243 4.22383848 4.62193208 4.48387204 4.52247313 4.56293351 4.24240763
## 244 4.23763551 4.54655842 4.44656520 4.48984147 4.53557813 4.20957945
## 245 4.58791219 4.78290761 4.73504640 4.78637137 4.82849660 4.49839589
## 246 4.19438946 4.54009523 4.42994873 4.47113916 4.51157763 4.18081611
## 247 4.27622373 4.62935576 4.51819131 4.55858557 4.60023864 4.26869459
## 248 4.65110962 5.12407165 4.95746977 4.98985202 5.01356399 4.70943268
## 249 4.31385370 4.61799262 4.52142121 4.56533123 4.60914020 4.28218947
## 250 4.20178379 4.50571931 4.41655516 4.46034315 4.49829579 4.16179645
## 251 4.17952564 4.49621784 4.40262467 4.44511905 4.48511268 4.14800721
## 252 4.23642954 4.64192759 4.50059247 4.53805327 4.58324698 4.26320577
## 253 5.07374735 5.35172404 5.25129364 5.29706796 5.35815165 5.05787282
## 254 5.05713330 5.33476695 5.23075192 5.27592434 5.34088904 5.04568941
## 255 5.11872095 5.42103255 5.30860888 5.35232122 5.41689425 5.12056367
## 256 4.29576544 4.62315051 4.51769726 4.56011887 4.60370216 4.27662621
## 257 4.23948418 4.60312227 4.48260231 4.52247641 4.56695697 4.24093320
## 258 4.28227481 4.64914661 4.53027013 4.56987430 4.61275765 4.28416646
## 259 4.22283220 4.57298248 4.46466970 4.50469613 4.54768355 4.21373449
## 260 4.29947885 4.62795297 4.52244377 4.56496466 4.60706726 4.27960594
## 261 4.27997719 4.64318188 4.52301247 4.56308784 4.60638670 4.28063480
## 262 4.33515386 4.74536936 4.60361720 4.64133350 4.68374444 4.36369283
## 263 4.64741634 4.75640401 4.74745565 4.80356748 4.84448481 4.51092064
## 264 4.33949616 4.79574466 4.63248298 4.66617436 4.71597039 4.40130244
## 265 5.13887283 5.42405478 5.32728672 5.37318435 5.42885067 5.12106868
## 266 4.24954753 4.62231290 4.50201990 4.54219033 4.57741032 4.24820969
## 267 4.58194917 4.68772554 4.68767130 4.74510637 4.77271506 4.42981842
## 268 4.70110526 4.78292173 4.79164584 4.85014994 4.88259442 4.54220877
## 269 4.57918534 4.69855668 4.69836550 4.75369375 4.78484716 4.43601249
## 270 4.53130089 4.66838525 4.65609826 4.71047623 4.74458072 4.40058048
## 271 4.94851299 5.50657493 5.30462370 5.33201935 5.37757468 5.07314873
## 272 3.11436780 4.21805784 3.87634527 3.84264194 3.86961986 3.55148418
## 273 3.02555594 4.11755550 3.79179562 3.75722982 3.77437420 3.44665920
## 274 2.96217862 4.07089175 3.73109371 3.69627128 3.71727027 3.39700881
## 275 3.03569951 4.09555356 3.78250729 3.75172803 3.76680041 3.43112686
## 276 2.83164063 3.88305124 3.57169300 3.54103498 3.55786676 3.22100030
## 277 3.17710467 4.34529107 3.97247073 3.93383632 3.95946900 3.65922582
## 278 3.23028182 4.41602059 4.04975084 4.00527854 4.02695194 3.72596789
## 279 3.26375222 4.36685686 4.03915149 4.00352357 4.02021204 3.69428589
## 280 3.04459224 4.19120286 3.83186402 3.79338439 3.82034298 3.51330473
## 281 3.04347484 4.02640022 3.73918231 3.71607077 3.73797397 3.39011373
## 282 3.09783198 4.17032592 3.84949260 3.81786624 3.83703520 3.50636760
## 283 2.94312099 3.99697972 3.67547589 3.64742568 3.66764046 3.33653140
## 284 3.20474159 4.31789443 3.97083438 3.93711066 3.96355353 3.64803361
## 285 3.13108192 4.20455010 3.88253482 3.85096957 3.87109040 3.54077565
## 286 3.21722972 4.34405266 3.99374455 3.95795088 3.98397933 3.67073366
## 287 3.15649251 4.23711907 3.92210107 3.88742595 3.90259324 3.56959297
## 288 3.05101173 4.17718641 3.82940282 3.79233429 3.81787188 3.50343660
## 289 3.08135772 4.20925381 3.86224723 3.82551471 3.84722894 3.53167294
## 290 3.03896289 4.17776134 3.81959360 3.78307605 3.80813996 3.49872296
## 291 2.86459168 3.96836592 3.62262274 3.58978274 3.61408717 3.29672783
## 292 3.12878718 4.20960778 3.87446304 3.84465702 3.86842980 3.54565415
## 293 3.08146773 4.15267318 3.83062062 3.79974114 3.81778875 3.48750877
## 294 3.06577465 4.16225355 3.82953788 3.79597099 3.81557962 3.49134975
## 295 3.00782849 4.09154723 3.76480768 3.73240658 3.74978984 3.42170120
## 296 3.40904835 4.59985228 4.22724882 4.18388822 4.20774326 3.90977180
## 297 3.10638660 4.19105257 3.86392084 3.83121654 3.85196175 3.52458231
## 298 3.00373615 4.10657304 3.77216293 3.73757233 3.75607436 3.43294217
## 299 2.97418399 4.08407105 3.73722820 3.70385937 3.72787107 3.41153783
## 300 3.14653186 4.26273048 3.92350727 3.88699489 3.90955958 3.59024357
## 79 80 81 82 83 84
## 2
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## 80 0.48222985
## 81 0.37293773 0.47437489
## 82 0.13544819 0.54006223 0.34994961
## 83 0.68322888 0.34936160 0.54718720 0.67612309
## 84 0.76276279 0.42388733 0.67210540 0.76198471 0.17970190
## 85 0.26379328 0.32862268 0.27618318 0.25471369 0.42873259 0.51776431
## 86 0.72796680 0.47960606 0.54680449 0.69838223 0.20120370 0.34254312
## 87 0.27511487 0.75308097 0.51044608 0.24967941 0.91647662 0.99403307
## 88 0.30986216 0.20587944 0.38074755 0.35496649 0.41586679 0.48111425
## 89 0.79481529 0.86355027 1.05536488 0.90055905 1.16114370 1.14582152
## 90 1.08957521 1.12135513 1.33581114 1.20571689 1.43742009 1.42183920
## 91 0.83278067 0.94409428 1.10358977 0.94670046 1.25989556 1.25889188
## 92 2.09260340 2.51242631 2.35070473 2.12211605 2.77045280 2.82293347
## 93 0.72843595 0.91367895 1.01053918 0.83284088 1.22124275 1.23348673
## 94 2.12163949 2.53958144 2.38089370 2.15078879 2.79590444 2.84324592
## 95 0.81514900 1.07525176 1.11667606 0.90352951 1.36513575 1.37538489
## 96 1.38524137 1.47158413 1.64221173 1.50122670 1.80294596 1.80250560
## 97 0.93043708 1.06867425 1.20029577 1.04094295 1.39467275 1.40844592
## 98 0.99972085 1.12547929 1.26866829 1.11079465 1.45074744 1.45852772
## 99 1.21060731 1.46098569 1.47705959 1.30579166 1.78594738 1.82338332
## 100 0.85826022 1.10270790 1.14179418 0.95287396 1.40244011 1.41603398
## 101 0.96448314 0.80164839 1.12934844 1.08086347 1.10575459 1.09097173
## 102 0.93123517 0.68354152 1.07293912 1.03650734 0.95215918 0.91907613
## 103 1.29638943 1.19220619 1.46613295 1.41661461 1.50534776 1.49725491
## 104 1.14808020 1.38133083 1.43891745 1.24344957 1.69884296 1.71779372
## 105 1.05449442 1.35290687 1.33918930 1.13259913 1.65562099 1.69067005
## 106 1.29638943 1.19220619 1.46613295 1.41661461 1.50534776 1.49725491
## 107 0.69251509 0.90704811 0.98291050 0.79859466 1.22849121 1.26645096
## 108 1.01106921 1.19138058 1.28980080 1.11630610 1.51669781 1.53572552
## 109 0.85091168 0.77113167 1.01583612 0.97156465 1.09600606 1.10354155
## 110 0.95245017 0.92746928 1.17398090 1.07018106 1.25549258 1.26017195
## 111 1.12000132 0.92811383 1.28324624 1.22977179 1.21298561 1.19056375
## 112 0.94197445 0.71916272 1.06811884 1.04907738 1.00585873 0.99366601
## 113 0.97437831 0.84385124 1.12459443 1.08960882 1.15109697 1.14423960
## 114 1.51441682 1.90863464 1.76999566 1.55188357 2.17831108 2.23643898
## 115 1.21060731 1.46098569 1.47705959 1.30579166 1.78594738 1.82338332
## 116 0.72946083 0.98588593 1.02031002 0.82041811 1.28531456 1.31116701
## 117 1.05754789 1.37797283 1.35162910 1.13316138 1.66251715 1.68030090
## 118 1.03900404 0.89901283 1.22467418 1.15829925 1.19713215 1.16812939
## 119 0.84861987 0.99130829 1.13313493 0.95682772 1.31348155 1.32756163
## 120 1.54122219 1.98195172 1.79390822 1.56263250 2.21319962 2.25879395
## 121 0.90678593 0.99106947 1.16364912 1.02274130 1.30816777 1.30257738
## 122 0.93371755 1.00247225 1.20053711 1.04718484 1.31142286 1.29501877
## 123 2.18246646 2.58353754 2.45437959 2.21937458 2.84660485 2.88156887
## 124 0.97433401 1.03892204 1.14992315 1.08248121 1.34187740 1.34292263
## 125 0.58306294 0.68919523 0.85165558 0.68395668 0.98331081 0.98697094
## 126 0.65635879 0.84007774 0.95568320 0.76024914 1.13368170 1.13484814
## 127 2.05148522 2.47682283 2.31565388 2.07678227 2.72184408 2.76165904
## 128 0.83582234 0.68016813 1.00130112 0.94445290 0.96750189 0.93953599
## 129 1.02046483 1.17631160 1.30312778 1.13119243 1.48727346 1.48073112
## 130 0.91925141 1.14258920 1.23346943 1.01367320 1.44364104 1.44855562
## 131 1.07343975 1.35953733 1.37770026 1.15913822 1.65750920 1.67231485
## 132 0.88433080 1.14855413 1.19365881 0.97541530 1.44724483 1.46155109
## 133 1.05196440 1.23856638 1.34511585 1.15205653 1.54685930 1.54558758
## 134 0.87017478 0.99822037 1.13695768 0.97794839 1.31354552 1.31792888
## 135 0.68338132 0.78743077 0.96533343 0.79225872 1.09292627 1.09159822
## 136 0.90995954 1.13772382 1.19846091 1.00703055 1.44563566 1.46003959
## 137 0.88704010 1.10339526 1.18144514 0.98707310 1.41648267 1.43330270
## 138 1.10283773 0.98351793 1.29613836 1.21805310 1.27705315 1.24402572
## 139 0.96106849 1.01903248 1.21878415 1.08187756 1.35028086 1.35435504
## 140 0.85787633 1.10356963 1.15796100 0.95382351 1.41531935 1.44097188
## 141 0.97819682 1.05026782 1.17195304 1.09153465 1.37554906 1.39409918
## 142 0.93200092 1.06197376 1.20988367 1.04108889 1.38098692 1.38459247
## 143 1.15226595 1.11665178 1.39710829 1.26355026 1.41146264 1.37482017
## 144 0.94463943 1.12900675 1.17762984 1.04524761 1.43934696 1.45666489
## 145 1.02568227 1.32158037 1.33386876 1.10729098 1.61792566 1.63763243
## 146 0.89395257 0.82802685 1.11141285 1.00145591 1.12020847 1.09180768
## 147 1.32541781 1.70947586 1.58270074 1.37315978 1.97964188 2.02322008
## 148 0.93996691 1.19613924 1.22993784 1.03275535 1.50107267 1.51928625
## 149 0.88704010 1.10339526 1.18144514 0.98707310 1.41648267 1.43330270
## 150 2.59631707 2.69406470 2.77482718 2.71034924 3.03925649 3.08802195
## 151 2.33025062 2.41201456 2.49499476 2.44774782 2.75451805 2.80631912
## 152 2.69743501 2.82403845 2.89961191 2.81061446 3.16854108 3.20121962
## 153 2.56634781 2.68613002 2.76850923 2.67966822 3.03132039 3.06480155
## 154 2.43867105 2.54582460 2.64191453 2.55461253 2.88958587 2.91659714
## 155 2.70615252 2.84954437 2.91607964 2.81666872 3.19324175 3.22385682
## 156 2.50358624 2.57608754 2.68664204 2.62308260 2.92054432 2.95751847
## 157 2.58036044 2.66547578 2.77663729 2.69931340 3.01137671 3.04584193
## 158 2.56131627 2.63040107 2.74218974 2.68139335 2.97425604 3.01075615
## 159 2.79764367 2.90488269 2.99973822 2.91133103 3.25076962 3.28323123
## 160 2.50493232 2.61046927 2.69026421 2.62412403 2.95138464 2.99476598
## 161 2.58102781 2.73403589 2.77919734 2.68963876 3.07924922 3.12841957
## 162 2.70226074 2.79485035 2.89421129 2.81908245 3.14033507 3.17594031
## 163 2.62506739 2.72623292 2.80512862 2.74138224 3.07036331 3.11479232
## 164 2.45365076 2.54384142 2.62897093 2.57106671 2.88713531 2.92904952
## 165 2.66205994 2.78751904 2.86098898 2.77415516 3.13432066 3.17747917
## 166 2.38790783 2.37677695 2.52076983 2.51148625 2.70910144 2.75678533
## 167 2.79279233 2.88807976 2.97446545 2.90681007 3.23349426 3.27835781
## 168 2.42111101 2.48849999 2.59929612 2.54098053 2.83242480 2.87094401
## 169 2.41709299 2.51210361 2.59134141 2.53216624 2.85662524 2.90754834
## 170 2.79538987 2.89877255 2.98763010 2.91059249 3.24492775 3.28498500
## 171 2.44753318 2.53652642 2.63638822 2.56521203 2.88152326 2.91762036
## 172 2.52751601 2.62065110 2.71487620 2.64414141 2.96596461 3.00488816
## 173 2.68582050 2.80527749 2.88440104 2.79879868 3.15168932 3.19124917
## 174 2.29963967 2.39969454 2.50279378 2.41551585 2.74452209 2.77389752
## 175 2.54358929 2.60144274 2.72519933 2.66385573 2.94447190 2.97588990
## 176 2.43642067 2.46298885 2.57929832 2.55808946 2.79981484 2.84813248
## 177 2.48996684 2.56956654 2.65754119 2.60749727 2.91252330 2.96221522
## 178 2.34603703 2.36299395 2.49294942 2.47023880 2.69863962 2.74721988
## 179 2.40304723 2.50002392 2.57803313 2.51947960 2.84396240 2.89304057
## 180 2.69743501 2.82403845 2.89961191 2.81061446 3.16854108 3.20121962
## 181 2.56634781 2.68613002 2.76850923 2.67966822 3.03132039 3.06480155
## 182 4.41754190 4.27925277 4.47028422 4.53592060 4.55574984 4.61339681
## 183 4.27909608 4.20470729 4.38476048 4.40412387 4.51344821 4.55777490
## 184 4.26351896 4.09359644 4.30482809 4.38381045 4.36008931 4.40759182
## 185 4.31433539 4.18685789 4.37703237 4.43594234 4.47158910 4.52244272
## 186 4.30589533 4.19293149 4.37087043 4.42651220 4.48296499 4.53620732
## 187 4.35902325 4.21881233 4.41822032 4.47921003 4.49841410 4.55062690
## 188 4.45360411 4.30869427 4.51049405 4.57413572 4.58738827 4.63650288
## 189 4.09402762 3.93382525 4.17836950 4.22160123 4.21695476 4.24037404
## 190 4.19919592 4.13718364 4.32226338 4.32629897 4.45370913 4.48543510
## 191 4.46808747 4.40721200 4.54412357 4.58604500 4.70949901 4.77316527
## 192 4.31611591 4.17481965 4.38246297 4.43983467 4.45689455 4.50052548
## 193 4.27687598 4.12524150 4.33710711 4.39946572 4.40260880 4.44768520
## 194 4.50645171 4.40404443 4.57314825 4.62487806 4.69395180 4.75484679
## 195 4.34718525 4.21087718 4.40298147 4.46641417 4.49051789 4.54549143
## 196 4.35402097 4.33499200 4.48810123 4.47768351 4.66041302 4.70439419
## 197 4.37420368 4.37271878 4.50890033 4.49746785 4.70004484 4.74435892
## 198 4.26046515 4.20432763 4.38347852 4.38753255 4.52115009 4.55545618
## 199 4.26577389 4.11366276 4.31903273 4.38846843 4.38920802 4.43417085
## 200 4.48838057 4.36236733 4.54444109 4.60664736 4.64463901 4.70220999
## 201 4.46576235 4.41213050 4.55957981 4.58348334 4.71943132 4.78353358
## 202 4.25755338 4.12039392 4.32016324 4.37966033 4.40320902 4.45098700
## 203 4.35826145 4.21265031 4.40996368 4.47735427 4.48842935 4.54241299
## 204 4.29185905 4.14243506 4.34544184 4.41159243 4.41814045 4.47001121
## 205 4.47997821 4.37211873 4.54390574 4.59847668 4.66029086 4.72042592
## 206 4.47915526 4.37304208 4.54350121 4.59818888 4.66223867 4.72120503
## 207 4.35828923 4.30750241 4.47294744 4.48244261 4.62370155 4.66856446
## 208 4.39975450 4.30510326 4.48112797 4.52214675 4.60401778 4.65377973
## 209 4.47659760 4.37057369 4.55084194 4.59785190 4.66345191 4.71660435
## 210 4.48975028 4.37424144 4.55882744 4.61054203 4.66337260 4.71654329
## 211 4.12744023 3.99299182 4.22750810 4.25629092 4.28665256 4.31009745
## 212 4.15399577 4.02759006 4.25090771 4.28128587 4.32312896 4.35414287
## 213 4.66939947 4.64531837 4.75644390 4.79269569 4.91155947 4.93582548
## 214 4.91641534 4.95139457 5.01412474 5.03296222 5.21659447 5.24354641
## 215 4.53091024 4.51648024 4.63303023 4.65537524 4.78933498 4.80918505
## 216 4.61941471 4.62976514 4.71736005 4.74060250 4.90771021 4.94004954
## 217 4.42324143 4.36942253 4.52631036 4.55155868 4.64163593 4.65722309
## 218 4.46571995 4.46751045 4.60900463 4.59090151 4.74811337 4.76227171
## 219 4.98765419 5.04958231 5.10161429 5.10308338 5.32523051 5.35435247
## 220 4.84439190 4.85897033 4.93308702 4.96250913 5.12269003 5.15208399
## 221 4.76492248 4.81205312 4.88713154 4.88260717 5.07877689 5.08721555
## 222 4.93489779 4.99453735 5.05142515 5.05224025 5.28616828 5.32567580
## 223 4.95373961 5.03780418 5.08218714 5.06921866 5.33166275 5.36728494
## 224 4.49184041 4.49193616 4.60875451 4.61620992 4.76839129 4.78436023
## 225 4.73026595 4.70352862 4.80362376 4.85189127 4.96969126 5.00502823
## 226 4.54244286 4.52578818 4.63468179 4.66523246 4.79483326 4.82249924
## 227 4.44139156 4.41890724 4.54430525 4.56586881 4.68436592 4.69875637
## 228 4.38777324 4.37018601 4.50610387 4.51388613 4.64030910 4.64379606
## 229 4.47265422 4.48064905 4.58799308 4.59699152 4.76759516 4.79266223
## 230 5.15965221 5.21574363 5.25438819 5.27533062 5.50539890 5.55085166
## 231 4.54542714 4.51740204 4.62849826 4.66797347 4.77733757 4.80035067
## 232 4.78093886 4.77918993 4.86474673 4.90144447 5.04467617 5.07122330
## 233 5.09034306 5.14946278 5.19315684 5.20698702 5.43199319 5.45964964
## 234 4.50840655 4.53933882 4.66843815 4.62997116 4.81330763 4.81852274
## 235 4.64014282 4.69201447 4.77902098 4.76126355 4.97915606 4.99134587
## 236 4.71473442 4.75241567 4.83548821 4.83351790 5.02047962 5.03353676
## 237 4.46467523 4.39175389 4.53309783 4.59062267 4.65338415 4.67933973
## 238 4.75349465 4.81130883 4.88258459 4.87228565 5.09605452 5.11905137
## 239 4.57616212 4.56507187 4.68842801 4.70109134 4.83550571 4.84473000
## 240 4.67946380 4.59883615 4.69194098 4.79742098 4.85674147 4.91215272
## 241 4.63745629 4.53889386 4.64472463 4.75637737 4.78915905 4.83948976
## 242 4.41457164 4.39372854 4.47181218 4.53410706 4.67350883 4.72622391
## 243 4.36666634 4.37041853 4.42954966 4.48529250 4.65042427 4.69713024
## 244 4.34170960 4.31734361 4.39482008 4.46038585 4.59589749 4.65266068
## 245 4.65284591 4.59363451 4.67274543 4.77027573 4.85681723 4.91321474
## 246 4.31905597 4.30255434 4.37897341 4.43911641 4.58348008 4.63294121
## 247 4.40507328 4.39009267 4.46837680 4.52517635 4.67301109 4.72369851
## 248 4.83076180 4.86593687 4.94048283 4.94880281 5.13360391 5.15412244
## 249 4.41789629 4.39209057 4.47116718 4.53697333 4.66890989 4.72323195
## 250 4.31257887 4.28134313 4.36644469 4.43337813 4.55923513 4.60754654
## 251 4.29534422 4.26687361 4.35173011 4.41598414 4.54810823 4.59879461
## 252 4.38018725 4.38591223 4.44673617 4.49846071 4.67030403 4.72264366
## 253 5.15709576 5.13512937 5.17092747 5.26710954 5.40158631 5.47614555
## 254 5.13631467 5.11640117 5.14940382 5.24485518 5.38303938 5.46221704
## 255 5.20955095 5.19613513 5.22803707 5.31860554 5.46559195 5.54337087
## 256 4.41015347 4.39055651 4.46584285 4.52927818 4.66955997 4.72297202
## 257 4.36841425 4.35913298 4.42938434 4.48738890 4.64210255 4.69556684
## 258 4.41514876 4.40552004 4.47910180 4.53473584 4.68901709 4.74051401
## 259 4.35086944 4.33319512 4.41383828 4.47098170 4.61838699 4.67137655
## 260 4.41500976 4.39580992 4.47220405 4.53447422 4.67408903 4.72553245
## 261 4.40913542 4.40035403 4.47279804 4.52842559 4.68231350 4.73401895
## 262 4.48404336 4.49095462 4.54612653 4.60212893 4.77269386 4.82136425
## 263 4.67994216 4.59413539 4.68588476 4.79677466 4.84900005 4.90735126
## 264 4.50264016 4.52465513 4.57606611 4.61955607 4.81426372 4.87020669
## 265 5.23195284 5.20846736 5.24799028 5.34388092 5.47545920 5.54348325
## 266 4.38889536 4.38090752 4.44928866 4.50893831 4.65895104 4.70081018
## 267 4.62302083 4.53243110 4.62956098 4.74252502 4.78190056 4.82426770
## 268 4.73038382 4.63383957 4.73124386 4.84865430 4.88255780 4.93161751
## 269 4.62777194 4.53707437 4.64196203 4.74794175 4.79457579 4.84177725
## 270 4.58299363 4.49963729 4.59626749 4.70224810 4.75851775 4.80852005
## 271 5.15965221 5.21574363 5.25438819 5.27533062 5.50539890 5.55085166
## 272 3.61770197 3.78717366 3.84966262 3.72234101 4.12967427 4.15159745
## 273 3.53467583 3.69429273 3.77343654 3.64040750 4.03400176 4.04622335
## 274 3.47204303 3.64086573 3.71023203 3.57709466 3.98103095 3.99656285
## 275 3.53058869 3.67988258 3.76793507 3.63952675 4.01973053 4.03007913
## 276 3.32030666 3.46619977 3.55655082 3.42945590 3.80768637 3.82125758
## 277 3.70565513 3.90127415 3.95029328 3.80683356 4.23937311 4.25634452
## 278 3.77816591 3.97259210 4.02949668 3.87552393 4.30959264 4.32347806
## 279 3.78031807 3.94361217 4.02071036 3.88509491 4.28265417 4.29339054
## 280 3.56711325 3.75110598 3.80331523 3.66793399 4.09134969 4.11231799
## 281 3.49823072 3.62370828 3.71859526 3.61107628 3.96804982 3.98857508
## 282 3.59578829 3.75046210 3.82795070 3.70306181 4.09118975 4.10576392
## 283 3.42601985 3.57822784 3.65379369 3.53557857 3.91863371 3.93433060
## 284 3.71142561 3.88564335 3.94530086 3.81607171 4.22717137 4.24741847
## 285 3.62797615 3.78391719 3.86501827 3.73578239 4.12573792 4.14096082
## 286 3.73186266 3.90951121 3.96819976 3.83508960 4.25070246 4.27041187
## 287 3.66559139 3.81892725 3.90720127 3.77173851 4.15904969 4.16955304
## 288 3.56645748 3.74202454 3.80713072 3.66942215 4.08399592 4.10410230
## 289 3.60018408 3.77591780 3.84104027 3.70363857 4.11564035 4.13104945
## 290 3.55643886 3.73942380 3.79698162 3.65959268 4.07945217 4.09766911
## 291 3.36509134 3.53600478 3.59961285 3.47109094 3.87681950 3.89570968
## 292 3.62113506 3.78482111 3.84943168 3.72864727 4.12534883 4.14337480
## 293 3.57771536 3.73313507 3.81051370 3.68573412 4.07293286 4.08592142
## 294 3.57251068 3.73655270 3.80881679 3.67844899 4.07647006 4.09055085
## 295 3.50969188 3.66903600 3.74801130 3.61710480 4.00864986 4.02063202
## 296 3.95591434 4.15482703 4.20300338 4.05329259 4.49179250 4.50691228
## 297 3.60771882 3.76755204 3.84530219 3.71455545 4.10919702 4.12489346
## 298 3.51422683 3.67971123 3.75182961 3.61957877 4.01887804 4.03186659
## 299 3.47908423 3.65180156 3.71239537 3.58433712 3.99195032 4.01008567
## 300 3.66215785 3.83233154 3.90189616 3.76574160 4.17355785 4.19067908
## 85 86 87 88 89 90
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## 86 0.47720484
## 87 0.48916430 0.93410261
## 88 0.16630866 0.52241537 0.57145177
## 89 0.92240106 1.31092990 0.90286621 0.80510619
## 90 1.22406467 1.58993222 1.19067984 1.09926149 0.33744467
## 91 0.99272527 1.39638504 0.91568632 0.88679325 0.17160508 0.27914596
## 92 2.35040345 2.81416600 1.89250850 2.36556310 1.96569354 1.96248352
## 93 0.91277966 1.34600848 0.77829064 0.82578343 0.23597737 0.43287100
## 94 2.37725430 2.84452483 1.92159872 2.39034483 1.97229948 1.96738561
## 95 1.02369734 1.47886972 0.79839640 0.96096531 0.39670428 0.54276836
## 96 1.55695345 1.94229766 1.44112802 1.44540825 0.69888736 0.40004240
## 97 1.11182976 1.52422585 0.98714340 1.01174338 0.32628079 0.29373917
## 98 1.17676650 1.58435107 1.05722580 1.07328274 0.35107572 0.24585613
## 99 1.44186783 1.88553449 1.16874605 1.38063879 0.79710245 0.70703413
## 100 1.06611512 1.51769203 0.84601152 0.99972412 0.40835115 0.50455768
## 101 1.01039320 1.27100736 1.15941721 0.85515092 0.45635733 0.47007690
## 102 0.92465811 1.12700452 1.15670049 0.76091619 0.55479382 0.65110018
## 103 1.38252423 1.66620901 1.44799724 1.23678137 0.65558452 0.42923543
## 104 1.36761194 1.81206154 1.12434674 1.29549045 0.63777507 0.55917494
## 105 1.29103438 1.75255039 0.98497557 1.24250054 0.70780549 0.72857305
## 106 1.38252423 1.66620901 1.44799724 1.23678137 0.65558452 0.42923543
## 107 0.90166534 1.33421796 0.73516374 0.82451543 0.39020962 0.53551481
## 108 1.21177732 1.63820827 1.03407181 1.12351688 0.45569695 0.38904901
## 109 0.93337083 1.24792153 1.01881521 0.79462766 0.37689809 0.42721160
## 110 1.06754695 1.40466436 1.09422748 0.93135733 0.33717765 0.28165613
## 111 1.15406801 1.38374121 1.31845027 0.99326766 0.58232139 0.54241629
## 112 0.95361154 1.17662543 1.15601058 0.79270412 0.54459606 0.61332095
## 113 1.03315225 1.31553350 1.15146694 0.88433931 0.44237402 0.43835001
## 114 1.76984346 2.23534070 1.34165343 1.76995027 1.37981904 1.40520146
## 115 1.44186783 1.88553449 1.16874605 1.38063879 0.79710245 0.70703413
## 116 0.94174567 1.39542983 0.72751632 0.87661235 0.38589229 0.55791984
## 117 1.29061432 1.75876737 0.96801099 1.25322329 0.71774059 0.76348010
## 118 1.09454461 1.36317136 1.22193310 0.94306563 0.44968257 0.40172644
## 119 1.02857977 1.44149145 0.91426439 0.92795639 0.27194103 0.33868034
## 120 1.78996114 2.25240619 1.32413548 1.82021877 1.51264076 1.58747667
## 121 1.05767298 1.44983402 0.99510832 0.94624065 0.20693057 0.20222018
## 122 1.07459498 1.45807693 1.02948513 0.95853106 0.18776550 0.18791524
## 123 2.43560564 2.90812602 1.99603276 2.43761219 1.95773120 1.92916067
## 124 1.10530818 1.48834458 1.05075925 1.00023327 0.39522446 0.38374263
## 125 0.71426400 1.12163665 0.70673774 0.60491650 0.22590753 0.54502972
## 126 0.82880944 1.25885432 0.72204907 0.74310317 0.22437023 0.49268349
## 127 2.30293230 2.77050245 1.84540579 2.32035741 1.91319038 1.92694140
## 128 0.86499188 1.14018554 1.03398601 0.71034756 0.38044378 0.52388980
## 129 1.20106405 1.61692026 1.05739518 1.11014523 0.39469731 0.32199369
## 130 1.12226725 1.56290823 0.92390557 1.04553237 0.39497885 0.46195534
## 131 1.30183244 1.76099469 1.01494783 1.24931591 0.65421530 0.66086828
## 132 1.10256492 1.55626634 0.86050004 1.04058232 0.46073442 0.54662054
## 133 1.24468519 1.67590771 1.06613941 1.15771426 0.42828192 0.37570882
## 134 1.03793004 1.45019945 0.93671963 0.93466368 0.21322429 0.28523239
## 135 0.82823604 1.23034509 0.79350416 0.71831863 0.13406578 0.42605089
## 136 1.11751460 1.56330357 0.90726784 1.04373164 0.41106311 0.46125946
## 137 1.09356383 1.53378123 0.89785902 1.01516018 0.38630515 0.43927190
## 138 1.16622209 1.44803161 1.27230098 1.01507710 0.44014983 0.34845550
## 139 1.11315818 1.48803849 1.06335953 0.99515046 0.31280036 0.19150354
## 140 1.07673368 1.52366641 0.85218049 1.00771281 0.44458600 0.51858218
## 141 1.12859233 1.51312129 1.05719163 1.02101376 0.41890471 0.35038039
## 142 1.10555597 1.51579151 0.99389577 1.00219845 0.26985975 0.25462364
## 143 1.25118115 1.57684690 1.28461839 1.11174077 0.39480080 0.23089370
## 144 1.13238612 1.56486658 0.95809676 1.05187766 0.43170017 0.44406682
## 145 1.25739456 1.71908514 0.96372092 1.20680833 0.63724867 0.67195484
## 146 0.96710923 1.28785799 1.05519433 0.82233948 0.24215493 0.36445432
## 147 1.57545856 2.04965073 1.16281982 1.56934886 1.14307320 1.17997405
## 148 1.15825988 1.61182627 0.91297832 1.09460479 0.49452843 0.53615315
## 149 1.09356383 1.53378123 0.89785902 1.01516018 0.38630515 0.43927190
## 150 2.78885551 3.13884317 2.60892066 2.70201042 2.12723066 1.85097569
## 151 2.51432630 2.84920750 2.35588109 2.42878498 1.89725926 1.63164375
## 152 2.89925767 3.27751057 2.69142604 2.81371544 2.17125743 1.88536036
## 153 2.76585667 3.14219519 2.56640270 2.67749132 2.03512042 1.74876305
## 154 2.63218215 3.00576553 2.44796764 2.53956084 1.88405958 1.59043595
## 155 2.91326998 3.30316881 2.68979111 2.83030139 2.17382521 1.89265791
## 156 2.68635507 3.02949445 2.53282852 2.59088579 1.99003193 1.69641784
## 157 2.76909783 3.12017329 2.60279026 2.67488362 2.05768367 1.76173425
## 158 2.74280592 3.08296246 2.59156066 2.64720747 2.04819118 1.75301929
## 159 2.99431551 3.36401083 2.80264302 2.90182058 2.25236322 1.95772378
## 160 2.69776488 3.04130505 2.51645003 2.61907324 2.07050428 1.80130234
## 161 2.79286391 3.17197855 2.56159409 2.71913629 2.13373860 1.87473086
## 162 2.89338910 3.24966352 2.71715029 2.80084285 2.17841605 1.88404234
## 163 2.81804214 3.16908202 2.63524293 2.73337185 2.15450392 1.87518586
## 164 2.64113714 2.99079510 2.47163951 2.55281395 1.96964726 1.68887271
## 165 2.86552316 3.23557572 2.65869428 2.78189484 2.17306073 1.89546171
## 166 2.53472010 2.81099484 2.46392633 2.43155472 1.94437685 1.66825691
## 167 2.98526610 3.33692042 2.80419276 2.89591971 2.30043471 2.01544056
## 168 2.60130166 2.94080691 2.45419366 2.50557512 1.91556282 1.62490213
## 169 2.60750232 2.95358317 2.43392864 2.52194596 1.96680839 1.69764531
## 170 2.99119052 3.34919431 2.80313424 2.90265858 2.29161757 2.00295036
## 171 2.63584564 2.99126769 2.46769978 2.54285565 1.92914710 1.63887095
## 172 2.71792074 3.07327407 2.54404295 2.62670820 2.01936367 1.73162651
## 173 2.88680142 3.25678526 2.68523407 2.80059223 2.17933436 1.89608357
## 174 2.49087840 2.86154743 2.31597074 2.39560180 1.74549688 1.45313060
## 175 2.72039029 3.06051923 2.57991590 2.61927485 1.99988449 1.69720792
## 176 2.59854338 2.89998715 2.49043588 2.50237735 1.98892582 1.71162238
## 177 2.67447563 3.00940499 2.51466796 2.58717150 2.04036878 1.76626653
## 178 2.50446991 2.79370142 2.40927002 2.40874956 1.92091483 1.64895954
## 179 2.59365268 2.93988466 2.41907504 2.50958498 1.95551952 1.68602525
## 180 2.89925767 3.27751057 2.69142604 2.81371544 2.17125743 1.88536036
## 181 2.76585667 3.14219519 2.56640270 2.67749132 2.03512042 1.74876305
## 182 4.50469044 4.63457404 4.54144709 4.39673382 4.06412687 3.80220882
## 183 4.40224078 4.60683969 4.37293899 4.29366388 3.83772078 3.54245041
## 184 4.33448608 4.44736101 4.40288076 4.22002597 3.89084129 3.62895652
## 185 4.40816995 4.55790723 4.43291924 4.29827445 3.92714729 3.65355650
## 186 4.40670032 4.57033531 4.41624922 4.29823245 3.91357554 3.63822752
## 187 4.44681103 4.58357200 4.48447477 4.33519223 3.98011161 3.71120509
## 188 4.53935027 4.67678516 4.58027757 4.42544147 4.05955935 3.78713042
## 189 4.17582467 4.32810378 4.23224711 4.04874410 3.61167376 3.31803598
## 190 4.32931301 4.56180725 4.28643922 4.21534523 3.69393490 3.38284058
## 191 4.59219516 4.78703558 4.55013790 4.49549460 4.09989617 3.82619274
## 192 4.40434431 4.54793407 4.44261850 4.29013391 3.91018551 3.63213525
## 193 4.35947116 4.49230830 4.40868563 4.24464123 3.88180684 3.60912322
## 194 4.61185391 4.77204758 4.61151760 4.50838652 4.14360315 3.87421318
## 195 4.43606082 4.57382946 4.47009546 4.32620767 3.97704632 3.71076597
## 196 4.50362519 4.75639537 4.41850844 4.40054461 3.88507115 3.58096792
## 197 4.53000997 4.79413580 4.42799591 4.43160940 3.91028536 3.60733939
## 198 4.39295774 4.62482843 4.34459175 4.28203444 3.76980936 3.46101114
## 199 4.34676614 4.47860621 4.39664003 4.23327967 3.87500631 3.60368484
## 200 4.58211318 4.72700771 4.60486812 4.47406264 4.11877944 3.85133518
## 201 4.59586798 4.79657548 4.54690466 4.49778999 4.09108915 3.81509858
## 202 4.34718839 4.49275723 4.38153553 4.23435498 3.86097275 3.58651499
## 203 4.44227905 4.57198494 4.48573295 4.33130954 3.99014621 3.72574732
## 204 4.37447540 4.50362763 4.42188099 4.26193975 3.91733358 3.65186217
## 205 4.58261109 4.73926690 4.58775065 4.47821689 4.11629727 3.84751672
## 206 4.58267110 4.74243888 4.58575109 4.47815541 4.11014898 3.83944629
## 207 4.49275889 4.71910347 4.43879157 4.38629097 3.90283602 3.60302345
## 208 4.51126853 4.69461228 4.50125091 4.40270589 3.98278351 3.69712422
## 209 4.58206138 4.74905657 4.58408835 4.47426035 4.08185416 3.80294996
## 210 4.59034085 4.74898221 4.60185381 4.48143296 4.09869754 3.82219513
## 211 4.22296155 4.39778116 4.25338172 4.09838214 3.63157311 3.32948008
## 212 4.25333538 4.42855645 4.27563515 4.13217424 3.68001359 3.38238109
## 213 4.78521366 4.97231225 4.72886128 4.71605667 4.34969418 4.10150762
## 214 5.05045836 5.26653796 4.94080633 4.99834436 4.63192048 4.39994922
## 215 4.65302032 4.85581639 4.58691193 4.58143191 4.18534606 3.93099324
## 216 4.75227930 4.96496305 4.66069422 4.68854804 4.30729697 4.05890612
## 217 4.53306161 4.71555494 4.50337622 4.44943999 4.05086382 3.78655816
## 218 4.59894229 4.81558185 4.51938883 4.52499703 4.09898608 3.84021785
## 219 5.13609277 5.37627503 4.99779462 5.08582276 4.69105327 4.45473599
## 220 4.97124920 5.17241826 4.88059535 4.91546676 4.56386083 4.32997496
## 221 4.90282900 5.14361674 4.78351099 4.84627593 4.42134293 4.18333722
## 222 5.09141275 5.34038442 4.94801435 5.03486011 4.62175038 4.37116073
## 223 5.11897222 5.38779127 4.95267847 5.06599690 4.63053193 4.38187592
## 224 4.62055694 4.83713986 4.54117633 4.54950841 4.13228202 3.87616691
## 225 4.84547626 5.02321192 4.79024013 4.77898448 4.44098003 4.19721297
## 226 4.66223097 4.85251344 4.59951614 4.59477094 4.23321361 3.98740370
## 227 4.55700795 4.75052607 4.50249359 4.48554836 4.10013038 3.85150509
## 228 4.50686874 4.71836157 4.44675765 4.43007895 3.99742282 3.73873110
## 229 4.60934082 4.83625708 4.51768993 4.53747678 4.11165605 3.84911071
## 230 5.31330317 5.55859750 5.17042279 5.25837389 4.85740259 4.60810511
## 231 4.65641986 4.83534511 4.60724664 4.58933522 4.24099878 4.00047962
## 232 4.90301985 5.10167347 4.82578477 4.84096648 4.47619807 4.23428563
## 233 5.24008777 5.49503263 5.09814934 5.18423059 4.75300722 4.50392765
## 234 4.64750372 4.87894995 4.54587701 4.58128249 4.14582098 3.89934335
## 235 4.79053565 5.05338861 4.65904990 4.72511503 4.25049426 3.99118442
## 236 4.85088683 5.08178557 4.74024176 4.79307073 4.38309118 4.14406652
## 237 4.56239290 4.71891619 4.55136532 4.48250778 4.13913060 3.88707625
## 238 4.90515035 5.15810009 4.76853271 4.84666322 4.41125227 4.16169707
## 239 4.69788640 4.90834597 4.63010784 4.62473695 4.20406241 3.94753335
## 240 4.77202572 4.91097392 4.76252150 4.69803159 4.41888870 4.18094386
## 241 4.72031311 4.84479663 4.73004907 4.64406729 4.37584446 4.14015844
## 242 4.53738714 4.72847391 4.47042429 4.46920327 4.13182938 3.88538757
## 243 4.49639816 4.70759956 4.40756218 4.43332806 4.07559703 3.83166991
## 244 4.46283742 4.64764431 4.40000154 4.39540878 4.07421468 3.83198431
## 245 4.75465107 4.90972027 4.72452722 4.68456111 4.39338564 4.15528658
## 246 4.44326674 4.64152394 4.37255757 4.37484373 4.02580519 3.77811205
## 247 4.53131365 4.73048428 4.45805958 4.46247214 4.11026820 3.86038090
## 248 4.96615016 5.18929709 4.85654231 4.91058641 4.52147742 4.28455104
## 249 4.53775925 4.72115155 4.47647712 4.47031671 4.14697534 3.90393389
## 250 4.43043303 4.61896736 4.37383804 4.35916915 4.01628117 3.76785962
## 251 4.41596788 4.60784068 4.35566141 4.34413442 3.99776471 3.74772657
## 252 4.51352671 4.72472764 4.42134165 4.45010460 4.09622968 3.85106153
## 253 5.27360303 5.43980608 5.20538807 5.21568263 4.94673568 4.71883670
## 254 5.25388779 5.41780664 5.18398532 5.19728825 4.93947852 4.71507269
## 255 5.33074634 5.50152666 5.25371723 5.27425668 5.00458652 4.77705855
## 256 4.53290191 4.72348095 4.46510671 4.46569815 4.13221232 3.88745994
## 257 4.49633794 4.69728467 4.41801436 4.42977024 4.08415460 3.83771283
## 258 4.54338258 4.74557408 4.46502432 4.47592032 4.12337512 3.87447849
## 259 4.47744931 4.67653482 4.40586861 4.40702113 4.05458080 3.80336716
## 260 4.53747099 4.72853759 4.46976080 4.47036097 4.13433330 3.88934015
## 261 4.53689706 4.73700980 4.45865765 4.47072085 4.12443300 3.87795634
## 262 4.61591647 4.82967020 4.52238369 4.55305115 4.19183682 3.94617714
## 263 4.76937559 4.90077400 4.76536017 4.69601094 4.43185863 4.19792092
## 264 4.64442752 4.86685753 4.53474624 4.58327645 4.22006420 3.97362858
## 265 5.34788968 5.51922127 5.28025202 5.28781744 4.99933899 4.76560617
## 266 4.51358620 4.72102791 4.43560291 4.44685103 4.08073102 3.83275218
## 267 4.70676348 4.84401173 4.70923298 4.63102284 4.34000091 4.10206609
## 268 4.81261386 4.94038090 4.81972781 4.73697744 4.46337788 4.22746380
## 269 4.71636264 4.85721787 4.71595047 4.63740366 4.33768604 4.09341192
## 270 4.67440907 4.81924249 4.66711085 4.59758216 4.30096606 4.05896402
## 271 5.31330317 5.55859750 5.17042279 5.25837389 4.85740259 4.60810511
## 272 3.83541375 4.24255946 3.57832640 3.75517335 3.05778273 2.77545428
## 273 3.74724858 4.15504829 3.50184495 3.66168501 2.93923364 2.65147119
## 274 3.68790876 4.09795754 3.43419961 3.60604352 2.89400681 2.61100740
## 275 3.73984734 4.14044638 3.50457809 3.65278991 2.93373022 2.64032743
## 276 3.52909623 3.92810260 3.29831081 3.44072401 2.72600113 2.43222029
## 277 3.92989051 4.34959469 3.65023953 3.85677343 3.15406139 2.88359849
## 278 4.00157494 4.42735232 3.72276130 3.92370288 3.19865499 2.92938457
## 279 3.99411282 4.40400140 3.74350327 3.90936507 3.18310514 2.89607824
## 280 3.78820607 4.20523134 3.51852785 3.71049292 3.00617435 2.73229651
## 281 3.70215846 4.08406587 3.48683490 3.61213769 2.92407652 2.62312268
## 282 3.80724814 4.21026208 3.56517357 3.72206264 3.00918840 2.71896027
## 283 3.63608090 4.03433974 3.39813545 3.55270320 2.85326195 2.56314113
## 284 3.93029286 4.33894369 3.66864693 3.85195171 3.15431345 2.87317664
## 285 3.84097421 4.24268260 3.59772795 3.75625415 3.04652038 2.75592071
## 286 3.95173394 4.36375985 3.68679468 3.87323648 3.17020401 2.89076429
## 287 3.87674841 4.28218024 3.63627063 3.78849866 3.05989153 2.76848943
## 288 3.78616316 4.19821493 3.52459297 3.70569839 2.99961753 2.72014373
## 289 3.81838352 4.23202931 3.55727584 3.73804187 3.02411266 2.74394760
## 290 3.77728686 4.19176663 3.50969262 3.70026178 2.99701604 2.72075376
## 291 3.58186436 3.98966854 3.32689748 3.50253738 2.80467948 2.52372992
## 292 3.83548008 4.23800568 3.58477535 3.75574718 3.06079263 2.77536906
## 293 3.78885312 4.19155826 3.54692096 3.70456067 2.99242648 2.70244345
## 294 3.78667720 4.19440816 3.53658858 3.70379763 2.98985387 2.70391696
## 295 3.72212836 4.12727700 3.47762851 3.63804087 2.92231503 2.63390312
## 296 4.18075076 4.60697089 3.89609754 4.10571996 3.38726881 3.11880644
## 297 3.82184441 4.22604765 3.57505590 3.73786237 3.02740915 2.73888519
## 298 3.72830716 4.13804890 3.47768309 3.64522085 2.92729928 2.64254210
## 299 3.69609417 4.10544887 3.43832928 3.61720532 2.91659031 2.63605854
## 300 3.87958016 4.29061251 3.62246146 3.79720630 3.08350898 2.80067569
## 91 92 93 94 95 96
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## 92 1.85163725
## 93 0.17086795 1.76065427
## 94 1.86199548 0.10340948 1.77238269
## 95 0.32205449 1.58080836 0.20882516 1.58808323
## 96 0.58186812 1.78210171 0.68882944 1.78698028 0.71308014
## 97 0.19152719 1.73970130 0.23704896 1.75200949 0.32938636 0.46737077
## 98 0.21914514 1.74636650 0.29562296 1.75618743 0.36732130 0.39836316
## 99 0.64918915 1.31377943 0.61975808 1.33181246 0.54098268 0.55460827
## 100 0.30446356 1.57296310 0.21314390 1.58069601 0.10152724 0.64947937
## 101 0.51280457 2.33630017 0.62267200 2.35041836 0.81921266 0.81242794
## 102 0.65136173 2.48590913 0.73973953 2.50021327 0.93488907 1.01448317
## 103 0.63699335 2.28074618 0.77092193 2.29060305 0.92538455 0.58044658
## 104 0.50367902 1.40713131 0.48782589 1.41547649 0.39166706 0.47090380
## 105 0.59528668 1.28586560 0.50566062 1.29871675 0.37502877 0.70062920
## 106 0.63699335 2.28074618 0.77092193 2.29060305 0.92538455 0.58044658
## 107 0.30388204 1.70954742 0.20062835 1.73191876 0.30535877 0.72643091
## 108 0.31677339 1.60617965 0.32467652 1.61847219 0.32963436 0.42996798
## 109 0.39672171 2.17841267 0.47853996 2.19426874 0.68060581 0.75475544
## 110 0.32505357 2.07137484 0.43541349 2.08604093 0.61493959 0.58454692
## 111 0.64599086 2.43640951 0.76054387 2.44870020 0.94710274 0.84600460
## 112 0.62617171 2.43585585 0.70712514 2.45078035 0.90997755 0.95611450
## 113 0.48788621 2.28143649 0.58734511 2.29361082 0.78272266 0.76742605
## 114 1.27446315 0.66211699 1.16649807 0.68830209 1.00835475 1.28230935
## 115 0.64918915 1.31377943 0.61975808 1.33181246 0.54098268 0.55460827
## 116 0.31940028 1.62608464 0.16151979 1.63954532 0.15618203 0.74424528
## 117 0.61022624 1.26933556 0.52948091 1.27314267 0.33855851 0.77051976
## 118 0.49265681 2.32158919 0.63181749 2.33273020 0.81055314 0.74572541
## 119 0.16720583 1.76828872 0.18150554 1.78225154 0.30551599 0.55951418
## 120 1.41630285 0.63338671 1.30279309 0.64665499 1.11644443 1.52219122
## 121 0.08793472 1.88216592 0.24804877 1.89073095 0.38239814 0.52157036
## 122 0.13356248 1.92053783 0.29350059 1.92693466 0.41283058 0.53721328
## 123 1.84762622 0.30804731 1.77303566 0.22623770 1.58361938 1.73012772
## 124 0.35902392 1.93504878 0.40408502 1.93840188 0.52134476 0.62324901
## 125 0.32101105 1.98321575 0.26646855 1.99584862 0.43290524 0.88377322
## 126 0.22351656 1.82852052 0.14949373 1.83995004 0.26480660 0.78677868
## 127 1.80997417 0.24902101 1.71781146 0.19113338 1.52455203 1.77357879
## 128 0.48744670 2.32419876 0.56737362 2.33533918 0.76047901 0.90858189
## 129 0.25745454 1.70491858 0.33979632 1.71047625 0.33412423 0.45874897
## 130 0.29751655 1.58864990 0.25949561 1.59619668 0.16474677 0.59690112
## 131 0.53336975 1.33298745 0.48050748 1.33900464 0.30998626 0.64914667
## 132 0.35419958 1.51118006 0.27276957 1.52105621 0.11374222 0.65809167
## 133 0.31426888 1.60611478 0.33998203 1.60863132 0.28057410 0.45264105
## 134 0.11406300 1.79912015 0.16301788 1.80778709 0.29526503 0.54850055
## 135 0.19348941 1.93360546 0.19398154 1.94599382 0.37045732 0.75939611
## 136 0.29281982 1.56587939 0.23066971 1.57450285 0.15098284 0.57716712
## 137 0.26284718 1.59759378 0.20674950 1.60926940 0.17614979 0.56821379
## 138 0.49017132 2.29657602 0.63209253 2.30358322 0.79920483 0.68938302
## 139 0.20009073 1.90585831 0.34058878 1.92005491 0.47830752 0.45669738
## 140 0.32837349 1.54696472 0.23985408 1.56227543 0.18515276 0.62733108
## 141 0.33814818 1.88103802 0.38521854 1.89193342 0.51675010 0.53105414
## 142 0.14645223 1.76864913 0.22339989 1.77781731 0.31316395 0.47796902
## 143 0.42208612 2.14029280 0.57248152 2.14264786 0.69186969 0.55257929
## 144 0.32799228 1.65553718 0.29100717 1.66174065 0.31134821 0.56911899
## 145 0.52547905 1.33263819 0.45113095 1.34101046 0.27760334 0.68116256
## 146 0.35763546 2.18657794 0.45862818 2.19392014 0.63454340 0.75537359
## 147 1.03835611 0.85961662 0.93205286 0.86717637 0.75926113 1.09825957
## 148 0.37438220 1.48188946 0.30279969 1.49078154 0.17310772 0.60713553
## 149 0.26284718 1.59759378 0.20674950 1.60926940 0.17614979 0.56821379
## 150 1.98357051 2.14158431 2.04428818 2.16735997 2.04584704 1.49542604
## 151 1.75083288 2.09974708 1.81490871 2.13162881 1.83404715 1.30792162
## 152 2.02715983 2.04465610 2.09078434 2.05527928 2.06214771 1.50634071
## 153 1.89323368 1.99434796 1.95718133 2.00617483 1.93521422 1.37031246
## 154 1.74473781 1.98166195 1.81708265 1.99081377 1.80079980 1.21590073
## 155 2.03012233 1.96521758 2.08865346 1.97149458 2.04794539 1.50843789
## 156 1.85047841 2.18413015 1.92819229 2.20484886 1.93872760 1.34434282
## 157 1.91588813 2.16653793 1.99358530 2.18592715 1.99307008 1.39678408
## 158 1.90871274 2.23361516 1.98805652 2.25426398 1.99907774 1.40250400
## 159 2.11492929 2.17668078 2.18307778 2.18700363 2.16425032 1.57695600
## 160 1.91455548 2.10958573 1.98454740 2.14051840 1.98009125 1.46471558
## 161 1.98034540 1.88761564 2.02584979 1.91264407 1.99493750 1.50449560
## 162 2.03782985 2.20185224 2.11042832 2.21843753 2.10415810 1.51514736
## 163 2.00660105 2.15327394 2.07213686 2.17781913 2.06844393 1.51999869
## 164 1.82532843 2.10038415 1.89355447 2.12278258 1.89824596 1.34169809
## 165 2.02618931 2.03849803 2.08411527 2.05911492 2.06392568 1.51990740
## 166 1.81921271 2.49692193 1.90701230 2.52928664 1.97355518 1.40203152
## 167 2.15957246 2.25657004 2.22351859 2.27783210 2.22041434 1.65115619
## 168 1.77642514 2.16598643 1.85398138 2.18819325 1.87051825 1.28098347
## 169 1.82109746 2.06978440 1.88128724 2.09899834 1.88982854 1.35503148
## 170 2.14782248 2.21835673 2.21511154 2.23764998 2.20394887 1.63171458
## 171 1.78807320 2.07926637 1.86084278 2.09761988 1.86213936 1.27862912
## 172 1.87741094 2.10682069 1.94696919 2.12640153 1.94596807 1.36975284
## 173 2.03485095 2.07274818 2.09640675 2.08997680 2.07693838 1.51930032
## 174 1.60819790 1.94013755 1.68004072 1.95194237 1.67289448 1.08051639
## 175 1.86720174 2.25490197 1.95079882 2.27089199 1.96558200 1.34638351
## 176 1.85453551 2.37830116 1.93406491 2.40893965 1.97961867 1.41546519
## 177 1.89547416 2.18214353 1.96224671 2.21195327 1.97717651 1.43096025
## 178 1.78413244 2.38235293 1.86918890 2.41771877 1.92193607 1.37012359
## 179 1.80699293 2.06168456 1.86960067 2.09099030 1.87611762 1.34535292
## 180 2.02715983 2.04465610 2.09078434 2.05527928 2.06214771 1.50634071
## 181 1.89323368 1.99434796 1.95718133 2.00617483 1.93521422 1.37031246
## 182 3.96671074 4.62557551 4.06482284 4.66842394 4.16867561 3.59300228
## 183 3.72237817 4.18557948 3.82575932 4.21927939 3.89459941 3.27057371
## 184 3.80385837 4.60357466 3.91038575 4.64197179 4.02534773 3.44461384
## 185 3.82638299 4.46967621 3.92868920 4.50817148 4.02548751 3.43166755
## 186 3.81026694 4.39855177 3.90835264 4.43604835 3.99975381 3.40507848
## 187 3.88404700 4.56228144 3.98619573 4.60212859 4.08901515 3.49867433
## 188 3.96607145 4.65317996 4.06983707 4.69040232 4.17296647 3.57430197
## 189 3.52609117 4.34778160 3.64980172 4.37434111 3.75133021 3.10917479
## 190 3.58023212 4.02423142 3.68880213 4.04791737 3.74622593 3.09347083
## 191 3.98106638 4.34679915 4.06638895 4.38756770 4.13702250 3.56077355
## 192 3.81321172 4.51470749 3.92251538 4.55107398 4.02235574 3.41683520
## 193 3.78841351 4.52738238 3.89709277 4.56487404 4.00256577 3.40424013
## 194 4.03582026 4.55214641 4.12858610 4.59459144 4.21693437 3.63557662
## 195 3.88007699 4.54272664 3.97942112 4.58329885 4.08181244 3.49779231
## 196 3.75812579 3.99545754 3.85349939 4.02464492 3.89432247 3.26654436
## 197 3.77835845 3.94666625 3.87047705 3.97476169 3.90268457 3.28599796
## 198 3.65242828 4.06366276 3.75949067 4.08954767 3.81474530 3.16971427
## 199 3.78131511 4.52576108 3.88953124 4.56267005 3.99535453 3.40207090
## 200 4.01938914 4.62542055 4.11540889 4.66591544 4.21337899 3.62898593
## 201 3.97094784 4.30393950 4.05646724 4.34646651 4.12351401 3.54014419
## 202 3.76388395 4.45121503 3.86897278 4.48845962 3.96927417 3.37069803
## 203 3.89601007 4.59104499 3.99663769 4.63153620 4.10274818 3.52019744
## 204 3.82453261 4.54304085 3.92710252 4.58284930 4.03445812 3.44878024
## 205 4.01028160 4.55035559 4.10386901 4.59241232 4.19459678 3.61310610
## 206 4.00352262 4.53936098 4.09771365 4.58050593 4.18716223 3.60303871
## 207 3.78302122 4.14359042 3.88202366 4.17470104 3.93913057 3.31159373
## 208 3.87400521 4.38831946 3.97369634 4.42355211 4.05417248 3.44362424
## 209 3.97521053 4.51746819 4.07423220 4.55597281 4.16094735 3.56033607
## 210 3.99512533 4.56961993 4.09467696 4.60832124 4.18575550 3.58702476
## 211 3.53747779 4.26744828 3.66024223 4.29317722 3.74932215 3.09677734
## 212 3.58234284 4.26790562 3.69945704 4.29696223 3.78794553 3.14478385
## 213 4.21751535 4.56057479 4.32037468 4.59325011 4.35402221 3.88630352
## 214 4.49012787 4.59664540 4.57799549 4.62788800 4.58356055 4.17273138
## 215 4.05210527 4.37719827 4.15697640 4.40698920 4.18427349 3.70643004
## 216 4.16633195 4.36770976 4.25991586 4.40209611 4.28085923 3.82063672
## 217 3.92580418 4.40460028 4.04195644 4.43511723 4.08654987 3.57176282
## 218 3.96313292 4.23831303 4.07230803 4.26911952 4.08831434 3.60196547
## 219 4.54374835 4.52449240 4.62676620 4.55448858 4.61940454 4.20590898
## 220 4.42442623 4.60989176 4.51544664 4.64384816 4.53243352 4.10943135
## 221 4.28423876 4.38711223 4.37831314 4.40640371 4.36899660 3.95412093
## 222 4.47064345 4.42306268 4.55200031 4.45676863 4.55038376 4.09779494
## 223 4.47730994 4.33551878 4.55496785 4.36480205 4.53910030 4.10048963
## 224 3.99728571 4.27807769 4.10232393 4.30560528 4.12061463 3.64409894
## 225 4.30680893 4.63457186 4.40395708 4.67256069 4.44392879 3.98129821
## 226 4.09839437 4.42263311 4.19905365 4.45788146 4.23130050 3.76932317
## 227 3.97044579 4.35230687 4.07862762 4.38150915 4.10784406 3.64213139
## 228 3.87056254 4.25341966 3.98394301 4.27503958 4.00550426 3.52173083
## 229 3.97221186 4.19851211 4.07243944 4.22833471 4.09118622 3.59869889
## 230 4.70723182 4.64295586 4.78354759 4.67606177 4.78613280 4.33523528
## 231 4.11058478 4.49150478 4.21351280 4.52498894 4.24931446 3.79838159
## 232 4.34033020 4.59133069 4.43604292 4.62281162 4.45974298 4.01450505
## 233 4.60807304 4.57693765 4.69069344 4.59927237 4.68340030 4.24235817
## 234 4.00963958 4.19750438 4.11532483 4.22359062 4.11243203 3.66632031
## 235 4.10921932 4.17171298 4.20526443 4.19022425 4.19470860 3.72942036
## 236 4.24475034 4.38000031 4.34014294 4.40415616 4.33793971 3.91534260
## 237 4.01680641 4.54767061 4.12709654 4.58276043 4.18593918 3.69112858
## 238 4.26529266 4.28089310 4.35453866 4.30689218 4.34639862 3.90205832
## 239 4.07390749 4.40110950 4.18290854 4.42499049 4.20314359 3.72520642
## 240 4.29832296 4.78173353 4.38707091 4.82374838 4.46258384 3.98570860
## 241 4.26011648 4.82167500 4.35377736 4.86275130 4.43545914 3.96008685
## 242 3.99537647 4.29305282 4.08086019 4.33424596 4.12822853 3.65308908
## 243 3.93614668 4.16466280 4.01897762 4.20073765 4.05217250 3.59573115
## 244 3.93813286 4.25204129 4.02169360 4.29590701 4.07312272 3.60401683
## 245 4.26755005 4.67747984 4.35279018 4.71916312 4.41901015 3.94941946
## 246 3.88925937 4.18852404 3.97547395 4.22737502 4.01986561 3.54520107
## 247 3.97273798 4.25071152 4.05885291 4.29036448 4.10243976 3.62214770
## 248 4.38104545 4.50199600 4.47309989 4.53012021 4.47548672 4.05491950
## 249 4.01128987 4.32675752 4.09649379 4.36960820 4.14698823 3.67723259
## 250 3.88323543 4.23906476 3.97225854 4.27765691 4.02321910 3.54238843
## 251 3.86370619 4.20403446 3.95145970 4.24350706 4.00228666 3.51679082
## 252 3.95467443 4.15914963 4.03548481 4.19874587 4.07017931 3.60760897
## 253 4.81240799 5.01120301 4.87983338 5.05886530 4.93476606 4.49260089
## 254 4.80467650 4.99031822 4.86904141 5.04057737 4.92521034 4.48852939
## 255 4.86801241 5.02328264 4.93277921 5.07257472 4.98490204 4.54428679
## 256 3.99554426 4.28941902 4.08010990 4.33093084 4.12728660 3.65632468
## 257 3.94544786 4.20375305 4.02840728 4.24442348 4.07090700 3.59931307
## 258 3.98471627 4.24076376 4.06929995 4.28053520 4.11066355 3.63422686
## 259 3.91745935 4.20452218 4.00297085 4.24506552 4.04924531 3.56302340
## 260 3.99770687 4.29404309 4.08337371 4.33481276 4.12939436 3.65919794
## 261 3.98541379 4.24136310 4.06967709 4.28186135 4.11080643 3.64031120
## 262 4.05159953 4.24763501 4.13275926 4.28368731 4.16467484 3.70440171
## 263 4.31272679 4.81068465 4.39979287 4.85418626 4.47903792 4.00785924
## 264 4.07469237 4.19134963 4.15116252 4.23176351 4.17887815 3.71657110
## 265 4.86573921 5.07279479 4.93718636 5.11639373 4.98948966 4.53768425
## 266 3.94481620 4.22151768 4.03202914 4.25475863 4.06844676 3.60119514
## 267 4.22509479 4.77695653 4.31999422 4.81200477 4.39483807 3.92235368
## 268 4.34868478 4.89719134 4.44103698 4.93576428 4.52095834 4.04712782
## 269 4.22104344 4.75595423 4.31564320 4.79340760 4.39246396 3.90155926
## 270 4.18256047 4.69291958 4.27411483 4.73116254 4.34911286 3.86482052
## 271 4.70723182 4.64295586 4.78354759 4.67606177 4.78613280 4.33523528
## 272 2.92047973 2.46364941 2.97587092 2.45392715 2.90601489 2.38197898
## 273 2.80863653 2.43891392 2.87079748 2.42212050 2.80050206 2.26195964
## 274 2.75941210 2.35217004 2.81793709 2.33794498 2.74482146 2.22023514
## 275 2.80121363 2.49276551 2.87000910 2.47864560 2.80472039 2.25308592
## 276 2.59304098 2.34197397 2.66090583 2.33124399 2.60067451 2.04169146
## 277 3.01549526 2.42463929 3.06600840 2.40885574 2.97769941 2.49469286
## 278 3.07036090 2.46583771 3.11756216 2.44213368 3.02710913 2.53998323
## 279 3.05361566 2.61901362 3.11515037 2.59952191 3.04083251 2.50771077
## 280 2.87154399 2.34983997 2.92012203 2.33493832 2.84133822 2.33986554
## 281 2.78736400 2.58006181 2.85971115 2.57808659 2.81512242 2.23486765
## 282 2.87601777 2.51550168 2.93963041 2.50179626 2.87366226 2.32971382
## 283 2.71534736 2.41108729 2.78142944 2.40180103 2.71887005 2.17682946
## 284 3.01574864 2.52380943 3.07160413 2.51296799 2.99768483 2.48126717
## 285 2.91133968 2.53623557 2.97603607 2.52502030 2.90951649 2.36482575
## 286 3.03360942 2.51831915 3.08746219 2.50525562 3.01099558 2.49822024
## 287 2.93181700 2.56646634 2.99668425 2.54891506 2.92819974 2.37885155
## 288 2.86444026 2.38667545 2.91807529 2.37464758 2.84342600 2.32537110
## 289 2.89008411 2.41895529 2.94609083 2.40280935 2.86829826 2.35305346
## 290 2.85914511 2.35678407 2.91267683 2.34358601 2.83283253 2.32941786
## 291 2.66542986 2.27019324 2.72315222 2.26064627 2.65177574 2.13314575
## 292 2.92133596 2.51164439 2.98262218 2.50181336 2.91400981 2.38771909
## 293 2.85812901 2.50518400 2.92329007 2.49139736 2.85599718 2.31523771
## 294 2.85593884 2.45530719 2.91695992 2.44030782 2.84534464 2.31460309
## 295 2.78819580 2.43149932 2.85285273 2.41715171 2.78287384 2.24577142
## 296 3.25622659 2.60133697 3.30251897 2.57810478 3.21019510 2.72996350
## 297 2.89250725 2.50017702 2.95511841 2.48818961 2.88673185 2.34725952
## 298 2.79468125 2.40123229 2.85501306 2.38463422 2.78200904 2.25379817
## 299 2.77849109 2.34893144 2.83535043 2.33705015 2.76194342 2.24641562
## 300 2.95069446 2.48764546 3.00709084 2.47284345 2.93324907 2.40767177
## 97 98 99 100 101 102
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## 97
## 98 0.07590937
## 99 0.49256194 0.49030779
## 100 0.28233586 0.31655970 0.47370315
## 101 0.60056723 0.60930886 1.06676656 0.80307265
## 102 0.76933409 0.78573509 1.24956609 0.93763503 0.22077021
## 103 0.62262911 0.59264353 0.97605946 0.87547219 0.41427536 0.61310895
## 104 0.36244492 0.34795219 0.22482612 0.33981181 0.95565107 1.12630599
## 105 0.46978476 0.49181286 0.27419513 0.34533231 1.05903709 1.21159928
## 106 0.62262911 0.59264353 0.97605946 0.87547219 0.41427536 0.61310895
## 107 0.27860735 0.35231878 0.57173917 0.30432558 0.67797271 0.79841878
## 108 0.14596799 0.14737552 0.35553462 0.27071267 0.74047795 0.91319837
## 109 0.47216214 0.49662573 0.91563438 0.65116782 0.21840612 0.38510989
## 110 0.34125937 0.34892416 0.79765704 0.58868526 0.28660950 0.47719893
## 111 0.70540008 0.70277112 1.16213668 0.93376274 0.19726196 0.28340128
## 112 0.71389105 0.73220471 1.18003778 0.90041148 0.16261952 0.16585717
## 113 0.55436035 0.56322528 1.00489217 0.75443496 0.14268807 0.33143497
## 114 1.15217429 1.17126798 0.76510476 0.99837581 1.73541803 1.88213761
## 115 0.49256194 0.49030779 0.00000000 0.47370315 1.06676656 1.24956609
## 116 0.30452819 0.36656330 0.55020562 0.17536249 0.76627543 0.88205849
## 117 0.55345062 0.56590962 0.42131373 0.32570807 1.11862838 1.25509709
## 118 0.59179419 0.58505746 1.05282036 0.79247611 0.15190772 0.29676758
## 119 0.11324034 0.17210919 0.56198871 0.29174844 0.57757496 0.72313179
## 120 1.35169079 1.37324730 1.03055365 1.12436864 1.91535401 2.03602115
## 121 0.19830747 0.19897811 0.65356269 0.34935800 0.48704097 0.64386361
## 122 0.25834999 0.24699815 0.71262361 0.39813040 0.47994320 0.62106974
## 123 1.73940115 1.73433808 1.32444664 1.57389964 2.33832341 2.49260708
## 124 0.38143361 0.38622741 0.71548120 0.45638135 0.56134118 0.72817819
## 125 0.44678811 0.50045465 0.87603432 0.46774567 0.52786214 0.57147172
## 126 0.35900163 0.40733680 0.74036818 0.30567985 0.62701886 0.70573094
## 127 1.71631977 1.72131516 1.32580038 1.52451537 2.31020781 2.45034997
## 128 0.61977925 0.64004209 1.10260656 0.76087666 0.20068987 0.19906908
## 129 0.26664427 0.23799372 0.53060078 0.28991387 0.71291198 0.86648727
## 130 0.26745974 0.28370751 0.49836385 0.18740503 0.79235738 0.92111828
## 131 0.45924588 0.46229815 0.35352562 0.28840124 1.03674403 1.18189150
## 132 0.31841232 0.34753432 0.45382703 0.12739376 0.85962710 0.98836528
## 133 0.24390349 0.21578301 0.45146586 0.24519018 0.78339617 0.93829323
## 134 0.12456751 0.16076289 0.58979080 0.26755256 0.55471822 0.70470930
## 135 0.33918190 0.38499838 0.78873209 0.39605623 0.49397560 0.57423938
## 136 0.22229337 0.25026154 0.42071788 0.09208486 0.78703179 0.93275329
## 137 0.18088267 0.21990767 0.43376817 0.14226885 0.74760778 0.89257448
## 138 0.57011336 0.55320974 1.02924761 0.77960486 0.21518219 0.36638803
## 139 0.19737502 0.18912371 0.63882148 0.44184768 0.45398366 0.63292885
## 140 0.24403206 0.29156517 0.41556308 0.16818629 0.80010175 0.93909281
## 141 0.27928658 0.29105187 0.60867794 0.44528044 0.53900116 0.73159856
## 142 0.08573025 0.09355465 0.54705938 0.28262461 0.58355676 0.74176308
## 143 0.48160670 0.44445452 0.91509326 0.68005120 0.42071249 0.55557681
## 144 0.25487417 0.27654266 0.46171552 0.22291937 0.73847547 0.90351260
## 145 0.44436996 0.45835030 0.36024493 0.27103825 1.02522478 1.16507747
## 146 0.47888201 0.48788457 0.97019355 0.63731184 0.25698985 0.34432588
## 147 0.93961512 0.95730563 0.59467749 0.74353775 1.52189383 1.66653191
## 148 0.29802096 0.32104006 0.37093383 0.11638016 0.87088691 1.01703688
## 149 0.18088267 0.21990767 0.43376817 0.14226885 0.74760778 0.89257448
## 150 1.83390534 1.79740242 1.55259098 1.96109136 2.10734948 2.32052411
## 151 1.61325970 1.58187661 1.36647980 1.74676930 1.85516508 2.06443316
## 152 1.88395649 1.83807279 1.57532944 1.97908078 2.20673835 2.42283425
## 153 1.74646904 1.70103054 1.44935935 1.85206786 2.06408409 2.28075650
## 154 1.60533827 1.55672777 1.33678053 1.71661794 1.90777002 2.12372451
## 155 1.88504181 1.83834737 1.55899876 1.96673625 2.23431500 2.45108197
## 156 1.71323869 1.67045738 1.47747968 1.85322009 1.95238485 2.16378646
## 157 1.77771894 1.73277604 1.52492804 1.91027133 2.03748140 2.24847109
## 158 1.77363623 1.73049930 1.53970806 1.91329203 2.00582066 2.21631766
## 159 1.96676322 1.91950326 1.68002497 2.08284415 2.26368113 2.47862576
## 160 1.79187613 1.75574724 1.51724310 1.89649581 2.06206424 2.26657050
## 161 1.82805797 1.79288145 1.47882383 1.91349995 2.18116886 2.39630865
## 162 1.89546058 1.85058769 1.62592432 2.02027425 2.16630239 2.37955851
## 163 1.86672084 1.82822405 1.58281027 1.98251166 2.14165549 2.35395593
## 164 1.68702303 1.64807840 1.42584859 1.81017562 1.94950290 2.16310861
## 165 1.87498780 1.83473306 1.56059467 1.98225248 2.19338200 2.40836057
## 166 1.70216717 1.67080671 1.58094983 1.88772896 1.79201670 1.98513972
## 167 2.00964276 1.96960657 1.72684978 2.13634256 2.28058748 2.49399692
## 168 1.64008738 1.59892214 1.41473910 1.78412828 1.87059920 2.08186836
## 169 1.67485444 1.64131980 1.40427529 1.80405035 1.94230633 2.15447252
## 170 2.00240232 1.95972504 1.71313920 2.12095830 2.28595787 2.49911788
## 171 1.64740050 1.60414958 1.39292290 1.77654894 1.91534471 2.12954109
## 172 1.73399858 1.69196118 1.46774030 1.86074690 2.00619399 2.22033050
## 173 1.88553519 1.84300526 1.58013712 1.99457080 2.19687542 2.41229052
## 174 1.46371821 1.41656006 1.21033647 1.58903754 1.76043118 1.97703908
## 175 1.73181207 1.68558761 1.51850128 1.87990610 1.95126093 2.16232266
## 176 1.72898705 1.69601410 1.55180523 1.89132881 1.88183611 2.08369886
## 177 1.75608813 1.72173473 1.50395229 1.89051445 1.99638313 2.20592661
## 178 1.66904141 1.63816556 1.51510695 1.83685285 1.80030462 1.99488742
## 179 1.66647898 1.63237759 1.39558426 1.78967966 1.93463994 2.14608157
## 180 1.88395649 1.83807279 1.57532944 1.97908078 2.20673835 2.42283425
## 181 1.74646904 1.70103054 1.44935935 1.85206786 2.06408409 2.28075650
## 182 3.87087720 3.84501020 3.81177361 4.08916711 3.77803892 3.91458493
## 183 3.61571252 3.57851043 3.49093213 3.81154555 3.62021133 3.78446237
## 184 3.72087080 3.69330965 3.70330422 3.94566221 3.58099192 3.70856360
## 185 3.73085041 3.70092393 3.66215064 3.94337538 3.65438591 3.79887539
## 186 3.70798449 3.67789800 3.62163127 3.91619242 3.65378128 3.80516128
## 187 3.78900860 3.76048948 3.73452246 4.00909781 3.69468002 3.83301556
## 188 3.87127144 3.84125768 3.82021061 4.09207057 3.77210343 3.91089200
## 189 3.44616809 3.40605349 3.43455322 3.67230603 3.32319853 3.45976751
## 190 3.47226486 3.42798302 3.34098771 3.66180467 3.49952270 3.67240250
## 191 3.86529375 3.83687347 3.71399853 4.05161281 3.88518841 4.05118558
## 192 3.72425494 3.69197670 3.67418140 3.94128798 3.62810865 3.76786305
## 193 3.70107010 3.67043560 3.66356287 3.92262877 3.58915475 3.72423214
## 194 3.92913066 3.90176296 3.82594619 4.13515005 3.88958669 4.04002074
## 195 3.78321187 3.75580732 3.72350850 4.00137015 3.69405291 3.83371969
## 196 3.63707614 3.59618103 3.44954195 3.81054362 3.72592978 3.90771161
## 197 3.65730237 3.61627759 3.44951493 3.81725325 3.76984950 3.95623278
## 198 3.54470164 3.50149099 3.40421106 3.73030560 3.57916928 3.75213391
## 199 3.69615018 3.66583117 3.65851151 3.91384179 3.58251970 3.71822138
## 200 3.91744343 3.89007072 3.84186177 4.13192417 3.84472997 3.98858050
## 201 3.85041237 3.82137299 3.69351464 4.04168819 3.88237702 4.04817334
## 202 3.67088156 3.64023441 3.61580295 3.88782878 3.58055897 3.72229485
## 203 3.80194908 3.77485219 3.75296007 4.02283853 3.69915556 3.83512685
## 204 3.73214406 3.70444519 3.68989045 3.95495708 3.62356119 3.75847759
## 205 3.90503123 3.87772757 3.80856929 4.11278184 3.85755978 4.00653474
## 206 3.89853774 3.87054522 3.79990105 4.10460666 3.85377774 4.00421352
## 207 3.66841326 3.62961389 3.51465801 3.85477562 3.70978433 3.88304278
## 208 3.76787779 3.73436241 3.65979443 3.97001611 3.74264262 3.90120522
## 209 3.87133388 3.84026276 3.77424288 4.07842342 3.82846536 3.98047385
## 210 3.89297000 3.86256184 3.80638607 4.10369734 3.83635971 3.98494426
## 211 3.45172526 3.40926486 3.41016395 3.66926102 3.36819430 3.51434065
## 212 3.49066075 3.45085172 3.43474922 3.70750042 3.41925075 3.56782272
## 213 4.17681964 4.14300828 4.03767588 4.27418014 4.21303626 4.35337582
## 214 4.44853736 4.41672355 4.25771190 4.50621362 4.55705149 4.70349364
## 215 4.00989636 3.97339611 3.86515232 4.10514907 4.06171218 4.20583176
## 216 4.11287469 4.08011514 3.93286883 4.20014892 4.19813885 4.34997636
## 217 3.88577039 3.84738561 3.78097893 4.00867171 3.88750322 4.02419744
## 218 3.92008128 3.88055548 3.77056310 4.01754143 3.99567163 4.13677334
## 219 4.49237529 4.45934108 4.27043353 4.54244166 4.64083897 4.79609751
## 220 4.38294121 4.35208698 4.20842221 4.45402339 4.46506567 4.60857971
## 221 4.25120214 4.21266001 4.06652194 4.29458515 4.37799587 4.52475969
## 222 4.39986643 4.36683143 4.15972786 4.46972998 4.55605079 4.72240438
## 223 4.40630728 4.37174119 4.14718351 4.45975484 4.59496573 4.76510623
## 224 3.95517303 3.91678296 3.80117194 4.04334468 4.02731088 4.17338335
## 225 4.25898028 4.22901573 4.11236856 4.36238962 4.29178617 4.43358552
## 226 4.05529727 4.02269347 3.90981184 4.15254080 4.10092814 4.24214721
## 227 3.93813338 3.90161094 3.81257380 4.03136927 3.97464339 4.11100077
## 228 3.83980385 3.79805197 3.71640242 3.92944987 3.88677562 4.02637938
## 229 3.91585783 3.87837570 3.73968324 4.01058153 4.00460556 4.16057483
## 230 4.63139924 4.60019734 4.38452755 4.70092938 4.78346799 4.95393558
## 231 4.07666145 4.04422295 3.94915390 4.17092464 4.10315734 4.23811691
## 232 4.29825052 4.26554955 4.13662335 4.37889892 4.36228742 4.50697002
## 233 4.54799129 4.51192880 4.31649761 4.59966782 4.70111823 4.86752838
## 234 3.97669224 3.93611065 3.81738437 4.04726282 4.08511226 4.22209168
## 235 4.05793117 4.01586870 3.85244638 4.11730859 4.20473453 4.36512968
## 236 4.20966856 4.17258502 4.03004512 4.26371119 4.32410694 4.46919073
## 237 3.97715194 3.94452020 3.88298518 4.10464745 3.94946976 4.08220735
## 238 4.21084450 4.17362642 3.99316777 4.26908884 4.36111093 4.52044256
## 239 4.03878563 3.99880563 3.90052773 4.12584988 4.09460416 4.23658490
## 240 4.23458514 4.21208297 4.11887508 4.37297913 4.20059051 4.34249887
## 241 4.20519825 4.18233995 4.11301292 4.34692534 4.14464699 4.27907226
## 242 3.92427215 3.89819334 3.75411839 4.04026802 3.97255424 4.12967247
## 243 3.86955835 3.84172078 3.68213736 3.96342393 3.94867871 4.11009962
## 244 3.86582001 3.84175754 3.69909943 3.98568881 3.90825843 4.06371073
## 245 4.20098814 4.17821643 4.06404410 4.32887319 4.19557523 4.34324064
## 246 3.81989623 3.79265927 3.64875897 3.93132187 3.87401781 4.03284510
## 247 3.90054549 3.87310123 3.72464409 4.01427026 3.95817590 4.11784081
## 248 4.34171851 4.30718264 4.15592216 4.39951062 4.45232847 4.59851164
## 249 3.94172346 3.91687093 3.77717631 4.05967101 3.98173332 4.13595753
## 250 3.81622553 3.78894717 3.66019379 3.93442015 3.85040015 4.00612655
## 251 3.79234701 3.76529678 3.63072625 3.91337065 3.83196484 3.98994458
## 252 3.88115941 3.85451140 3.68605419 3.98202550 3.96503162 4.12818688
## 253 4.72834775 4.71079517 4.53986266 4.84430569 4.77323768 4.92956607
## 254 4.71724740 4.70145443 4.52570898 4.83563479 4.76456843 4.92057143
## 255 4.77961267 4.76269021 4.58049027 4.89512851 4.83655951 4.99487197
## 256 3.92471965 3.89912243 3.75364602 4.03931134 3.97398293 4.13091028
## 257 3.87167503 3.84549290 3.68974952 3.98251730 3.93613447 4.09689446
## 258 3.91162517 3.88442916 3.73003044 4.02243295 3.97628166 4.13705092
## 259 3.84156517 3.81455151 3.66604512 3.96077108 3.89719166 4.05810479
## 260 3.92905305 3.90289497 3.75937378 4.04166176 3.97828132 4.13452192
## 261 3.91406163 3.88739656 3.73323979 4.02317266 3.97837164 4.13769442
## 262 3.98105253 3.95320822 3.78559055 4.07524482 4.06609527 4.22987661
## 263 4.24862349 4.22772759 4.13738722 4.38969567 4.20692034 4.34668982
## 264 3.99384649 3.96733269 3.77692617 4.09088777 4.10181086 4.26989143
## 265 4.78518332 4.76487712 4.59891726 4.89776802 4.82921077 4.98676865
## 266 3.88173334 3.85211995 3.70745570 3.97899709 3.94593036 4.10574090
## 267 4.17525765 4.14973422 4.08029602 4.30423034 4.12456217 4.26218557
## 268 4.29370701 4.27032753 4.19810774 4.43066110 4.23636865 4.37286150
## 269 4.16188275 4.13634386 4.05994729 4.30201237 4.11539539 4.25669104
## 270 4.12113471 4.09657880 4.01132033 4.25828451 4.08414839 4.22758194
## 271 4.63139924 4.60019734 4.38452755 4.70092938 4.78346799 4.95393558
## 272 2.77631484 2.72470859 2.42725007 2.83488299 3.14996851 3.36274942
## 273 2.67061663 2.61479847 2.34492979 2.73121602 3.03425048 3.24399310
## 274 2.62048648 2.56647825 2.28175796 2.67511467 2.99588957 3.20668403
## 275 2.66899343 2.61217047 2.35434247 2.73422661 3.01644673 3.22466649
## 276 2.45614585 2.40026769 2.14295041 2.52934400 2.80366608 3.01342971
## 277 2.87876790 2.82691583 2.51486327 2.91148279 3.28229337 3.49175664
## 278 2.92648707 2.87315145 2.57182168 2.96486587 3.33345366 3.54200791
## 279 2.91665011 2.86043551 2.58813830 2.97281852 3.28159159 3.49042519
## 280 2.72511422 2.67396510 2.36629794 2.77249991 3.12001973 3.33292658
## 281 2.64944355 2.59585966 2.34315242 2.73924819 2.96333687 3.17395052
## 282 2.73854881 2.68350179 2.41212265 2.80199104 3.09316131 3.30391399
## 283 2.58284009 2.52864426 2.25762408 2.64488224 2.93269659 3.14335568
## 284 2.87534440 2.82338608 2.52346662 2.92719556 3.25233258 3.46412454
## 285 2.77431338 2.71946554 2.44616751 2.83923653 3.12956635 3.33912203
## 286 2.89127096 2.83915285 2.53779874 2.94170205 3.27392844 3.48574321
## 287 2.79361117 2.73671202 2.47597051 2.86022822 3.14809547 3.35637227
## 288 2.71893321 2.66678284 2.36899954 2.77537525 3.10313893 3.31461391
## 289 2.75043754 2.69664934 2.40557852 2.80012941 3.13326099 3.34367588
## 290 2.71960390 2.66740987 2.36448451 2.76442288 3.11070366 3.32153856
## 291 2.52724853 2.47494628 2.18193392 2.58029860 2.90461289 3.11626582
## 292 2.78680417 2.73392347 2.44648492 2.84100932 3.14876492 3.35997140
## 293 2.72439728 2.66896347 2.39948947 2.78423082 3.07872064 3.28861090
## 294 2.71910112 2.66432897 2.38545094 2.77510276 3.08615769 3.29649996
## 295 2.65466862 2.59895181 2.32878734 2.71279986 3.01560639 3.22462561
## 296 3.11413969 3.06150489 2.75170031 3.14663174 3.52254004 3.73205046
## 297 2.75415026 2.69963337 2.42215597 2.81677970 3.11535374 3.32537654
## 298 2.65779717 2.60269678 2.32528846 2.71223125 3.02825835 3.23847525
## 299 2.64057115 2.58802268 2.29371186 2.69057425 3.01862749 3.23039689
## 300 2.80740369 2.75379793 2.46539197 2.86498325 3.18350707 3.39439812
## 103 104 105 106 107 108
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## 104 0.89487398
## 105 1.05307974 0.24581058
## 106 0.00000000 0.89487398 1.05307974
## 107 0.81753964 0.49124762 0.46921039 0.81753964
## 108 0.71431499 0.22210239 0.35384416 0.71431499 0.33061188
## 109 0.45609916 0.82767724 0.90494604 0.45609916 0.52526621 0.61038542
## 110 0.38212503 0.68810560 0.79793947 0.38212503 0.46772632 0.47161624
## 111 0.38505860 1.04424921 1.16204353 0.38505860 0.80939446 0.83543596
## 112 0.52029328 1.07431737 1.15307937 0.52029328 0.75271608 0.85543256
## 113 0.36549708 0.90556903 1.00190137 0.36549708 0.64915230 0.69082774
## 114 1.70599259 0.86103382 0.68532886 1.70599259 1.09968723 1.02757283
## 115 0.97605946 0.22482612 0.27419513 0.97605946 0.57173917 0.35553462
## 116 0.89087001 0.43963244 0.38470712 0.89087001 0.18573763 0.32756500
## 117 1.14466959 0.33861400 0.27095130 1.14466959 0.56107942 0.46209436
## 118 0.38888585 0.92795200 1.05949003 0.38888585 0.71015194 0.72579552
## 119 0.66527960 0.42387742 0.49657985 0.66527960 0.21447894 0.22237415
## 120 1.94790205 1.08120940 0.92001912 1.94790205 1.27232622 1.24542944
## 121 0.56918836 0.50984605 0.62930754 0.56918836 0.37377177 0.32266638
## 122 0.57820284 0.54841005 0.67862738 0.57820284 0.42831632 0.37470912
## 123 2.25743356 1.39001356 1.30567630 2.25743356 1.75190897 1.60370475
## 124 0.57565335 0.62879379 0.70466952 0.57565335 0.52419772 0.46825951
## 125 0.80499427 0.74346694 0.74488832 0.80499427 0.35267098 0.56506685
## 126 0.83754321 0.59707367 0.61341675 0.83754321 0.28784320 0.45024552
## 127 2.27329684 1.38669937 1.26869554 2.27329684 1.69131987 1.58859755
## 128 0.58306739 0.97477424 1.05045066 0.58306739 0.65372989 0.76558804
## 129 0.72686611 0.36720361 0.52827789 0.72686611 0.44806163 0.27995178
## 130 0.85997719 0.30975179 0.37750325 0.85997719 0.33160812 0.24789297
## 131 1.04332793 0.22294040 0.24822479 1.04332793 0.50812212 0.35654550
## 132 0.93212033 0.30152275 0.30698181 0.93212033 0.31840914 0.27701698
## 133 0.77531376 0.24652703 0.40544312 0.77531376 0.43121499 0.19881651
## 134 0.63468017 0.44257284 0.52552176 0.63468017 0.28627587 0.24858758
## 135 0.72890729 0.64450696 0.68469258 0.72890729 0.30502222 0.46217322
## 136 0.83110760 0.26863649 0.31270935 0.83110760 0.29511683 0.18600837
## 137 0.80165028 0.28491451 0.33593653 0.80165028 0.24458046 0.16042748
## 138 0.33567955 0.89383891 1.03439464 0.33567955 0.72402041 0.69836701
## 139 0.48896239 0.51719501 0.65638533 0.48896239 0.38582727 0.31423680
## 140 0.86490059 0.29434613 0.28884483 0.86490059 0.21694601 0.20456441
## 141 0.50751470 0.54770539 0.63035653 0.50751470 0.43506375 0.36088858
## 142 0.62624366 0.38870287 0.50612072 0.62624366 0.31207504 0.19543754
## 143 0.43745286 0.74788612 0.91320879 0.43745286 0.68074263 0.58459686
## 144 0.74376595 0.37614404 0.41559236 0.74376595 0.37209398 0.26062741
## 145 1.04817068 0.23260648 0.19053372 1.04817068 0.46054982 0.34418250
## 146 0.52554700 0.81999591 0.91463185 0.52554700 0.56625091 0.61964418
## 147 1.50995412 0.65866044 0.48485783 1.50995412 0.90356469 0.82343921
## 148 0.90371886 0.23388823 0.24736253 0.90371886 0.34173596 0.22714038
## 149 0.80165028 0.28491451 0.33593653 0.80165028 0.24458046 0.16042748
## 150 1.76659876 1.69704156 1.81588264 1.76659876 1.98692378 1.75263467
## 151 1.53763975 1.51469273 1.63528459 1.53763975 1.75287698 1.54484641
## 152 1.85970815 1.69985474 1.83292066 1.85970815 2.06222319 1.79068822
## 153 1.71474513 1.57249073 1.70725724 1.71474513 1.92620664 1.65536968
## 154 1.55562621 1.44632440 1.59631002 1.55562621 1.79717780 1.52046608
## 155 1.89118344 1.68084833 1.80947046 1.89118344 2.06458833 1.78549359
## 156 1.60007353 1.59895546 1.74494453 1.60007353 1.88787509 1.64209451
## 157 1.68710289 1.64279070 1.79169752 1.68710289 1.95462864 1.70007998
## 158 1.65243648 1.66070909 1.80778100 1.65243648 1.94880408 1.70357368
## 159 1.90043623 1.79699857 1.93426391 1.90043623 2.15133232 1.87770721
## 160 1.76203568 1.65672889 1.79004779 1.76203568 1.93331977 1.71499039
## 161 1.86576914 1.63422279 1.73700488 1.86576914 1.96890099 1.72775591
## 162 1.80939728 1.74869599 1.88932386 1.80939728 2.07320496 1.81388754
## 163 1.80655989 1.72454190 1.85148530 1.80655989 2.02295875 1.78566578
## 164 1.61026298 1.56254011 1.69449626 1.61026298 1.85020463 1.61175702
## 165 1.85480208 1.69963171 1.82054387 1.85480208 2.03459494 1.78173279
## 166 1.46166384 1.69750914 1.83764888 1.46166384 1.84932602 1.66986779
## 167 1.92669750 1.86399668 1.98750406 1.92669750 2.17276521 1.92666929
## 168 1.52132887 1.53773133 1.68244514 1.52132887 1.81173399 1.57251359
## 169 1.61455082 1.55277139 1.67057755 1.61455082 1.82003805 1.59785388
## 170 1.93535610 1.84456693 1.97606283 1.93535610 2.17048623 1.91648316
## 171 1.56556027 1.51626466 1.65905109 1.56556027 1.82364079 1.57012019
## 172 1.65700522 1.59664483 1.73314517 1.65700522 1.90524945 1.65430536
## 173 1.85062324 1.71285227 1.83969077 1.85062324 2.05363969 1.79401684
## 174 1.40772945 1.31931866 1.46956440 1.40772945 1.65437934 1.38173983
## 175 1.58341232 1.62742611 1.78166025 1.58341232 1.92022571 1.66524200
## 176 1.54793959 1.68215523 1.81642207 1.54793959 1.87849926 1.68099864
## 177 1.66607303 1.64805657 1.77224982 1.66607303 1.90359750 1.68530247
## 178 1.48924324 1.63967028 1.77975102 1.48924324 1.80774556 1.62781204
## 179 1.61258521 1.54329928 1.66521222 1.61258521 1.81183310 1.59006197
## 180 1.85970815 1.69985474 1.83292066 1.85970815 2.06222319 1.79068822
## 181 1.71474513 1.57249073 1.70725724 1.71474513 1.92620664 1.65536968
## 182 3.48505032 3.92256615 4.05545677 3.48505032 3.99210841 3.86455067
## 183 3.28416123 3.60251918 3.75371594 3.28416123 3.76910465 3.58610383
## 184 3.29088610 3.79920767 3.94201940 3.29088610 3.85208399 3.72653155
## 185 3.34572229 3.77089974 3.91224051 3.34572229 3.86611696 3.72097902
## 186 3.33599901 3.73606748 3.87276053 3.33599901 3.84469291 3.69291679
## 187 3.39256746 3.83983892 3.97948619 3.39256746 3.91999124 3.78291058
## 188 3.46296799 3.92288872 4.06492855 3.46296799 4.00895759 3.86593658
## 189 2.99675805 3.50561880 3.67909244 2.99675805 3.61792264 3.44744092
## 190 3.13850831 3.44131726 3.60483576 3.13850831 3.65074532 3.43763313
## 191 3.56416136 3.85029575 3.97205057 3.56416136 3.99139072 3.83259067
## 192 3.31935583 3.77277639 3.92384724 3.31935583 3.86724270 3.71879357
## 193 3.28725595 3.76039874 3.90913345 3.28725595 3.83954140 3.69949133
## 194 3.58162812 3.94844140 4.07714341 3.58162812 4.05297657 3.90977491
## 195 3.39287624 3.83255674 3.96805273 3.39287624 3.91090388 3.77615409
## 196 3.37125760 3.57006012 3.71692250 3.37125760 3.79858382 3.58714497
## 197 3.41580513 3.57573488 3.71931780 3.41580513 3.81807537 3.60244673
## 198 3.22395715 3.50916628 3.67033453 3.22395715 3.71765500 3.50824170
## 199 3.28139449 3.75716509 3.90480939 3.28139449 3.83467410 3.69554009
## 200 3.53808853 3.95637313 4.08781124 3.53808853 4.04488116 3.90600843
## 201 3.56132828 3.82701941 3.95048366 3.56132828 3.97521389 3.81390292
## 202 3.27140330 3.71881631 3.86369900 3.27140330 3.80968140 3.66435609
## 203 3.40162752 3.85905062 3.99547854 3.40162752 3.92921620 3.79810237
## 204 3.32574219 3.79261195 3.93180603 3.32574219 3.86172142 3.72981777
## 205 3.55028955 3.92933550 4.05874459 3.55028955 4.02953458 3.88768852
## 206 3.54370113 3.92073792 4.05137694 3.54370113 4.02558024 3.88061107
## 207 3.36164878 3.63175533 3.77955275 3.36164878 3.82657133 3.62975759
## 208 3.41264059 3.77480713 3.91682480 3.41264059 3.91343467 3.74520088
## 209 3.51020529 3.88939245 4.02832179 3.51020529 4.00812538 3.85254607
## 210 3.52121056 3.91942665 4.05803613 3.52121056 4.02853018 3.87739010
## 211 3.03137168 3.48632394 3.66198240 3.03137168 3.62806916 3.44343412
## 212 3.08518151 3.52045177 3.68776577 3.08518151 3.65772744 3.47920524
## 213 3.98188827 4.14165096 4.29271618 3.98188827 4.29931314 4.15058685
## 214 4.34106166 4.37067741 4.50438569 4.34106166 4.55755852 4.40774829
## 215 3.82325109 3.96432021 4.12076669 3.82325109 4.14049390 3.98018326
## 216 3.95890156 4.05024056 4.19078781 3.95890156 4.22992524 4.07481609
## 217 3.64261097 3.86824554 4.03824049 3.64261097 4.02527976 3.86604962
## 218 3.76356766 3.85625245 4.02294636 3.76356766 4.05210693 3.88406310
## 219 4.41398305 4.38859528 4.51828876 4.41398305 4.60332509 4.44132634
## 220 4.24842780 4.32212603 4.45811144 4.24842780 4.49089003 4.34762596
## 221 4.15708450 4.15783759 4.30553081 4.15708450 4.38157988 4.20806847
## 222 4.30233847 4.29159160 4.41859752 4.30233847 4.51409555 4.34358876
## 223 4.34111327 4.27687124 4.40158730 4.34111327 4.52354002 4.34334604
## 224 3.78825942 3.89596540 4.05523365 3.78825942 4.08953697 3.92111781
## 225 4.06114502 4.22897336 4.36963004 4.06114502 4.37005846 4.23263432
## 226 3.87371281 4.01660628 4.16492391 3.87371281 4.17219934 4.02706824
## 227 3.75051037 3.90222874 4.06287650 3.75051037 4.06745400 3.91344664
## 228 3.64950442 3.79394465 3.96519950 3.64950442 3.98708530 3.81298923
## 229 3.74809118 3.84806292 4.00070877 3.74809118 4.04950412 3.87613715
## 230 4.52089311 4.52695792 4.64455869 4.52089311 4.74427487 4.57561887
## 231 3.88564090 4.04963760 4.19999143 3.88564090 4.19393209 4.05417011
## 232 4.13363250 4.24741756 4.38945929 4.13363250 4.41626450 4.26654015
## 233 4.44386885 4.43948209 4.56917356 4.44386885 4.67665717 4.49474621
## 234 3.87288389 3.89184550 4.05722118 3.87288389 4.10633234 3.93586275
## 235 3.95017823 3.94987481 4.10297416 3.95017823 4.20218361 4.00685535
## 236 4.10514519 4.12481159 4.27288764 4.10514519 4.33466222 4.16849004
## 237 3.71403565 3.98233017 4.13912954 3.71403565 4.10228731 3.96460900
## 238 4.11828898 4.10373408 4.24475962 4.11828898 4.33706695 4.15861795
## 239 3.85664081 3.98732229 4.15172572 3.85664081 4.17978380 4.00907312
## 240 3.95186210 4.25364144 4.37404605 3.95186210 4.33736238 4.22186795
## 241 3.90442667 4.23925410 4.36541694 3.90442667 4.30970762 4.19926329
## 242 3.71644954 3.89370333 4.01656896 3.71644954 4.03075410 3.89314161
## 243 3.69443843 3.82029660 3.94227886 3.69443843 3.98072799 3.83332593
## 244 3.65717969 3.84129496 3.96033972 3.65717969 3.96581883 3.83617199
## 245 3.94490697 4.20366223 4.32088459 3.94490697 4.30288454 4.18212191
## 246 3.61596753 3.78613972 3.91108644 3.61596753 3.93074983 3.78817799
## 247 3.69723692 3.86331334 3.98826006 3.69723692 4.01126791 3.86714261
## 248 4.23315324 4.26051167 4.40190679 4.23315324 4.45902669 4.30057666
## 249 3.73151049 3.91694644 4.03844154 3.73151049 4.04382082 3.91263005
## 250 3.59218939 3.79432042 3.92199208 3.59218939 3.92895309 3.78901372
## 251 3.56962049 3.76761547 3.89371114 3.56962049 3.90444545 3.76331562
## 252 3.70794870 3.82958150 3.94836233 3.70794870 3.98753783 3.84256758
## 253 4.52238594 4.70303953 4.79466511 4.52238594 4.81005250 4.69639236
## 254 4.51674865 4.69230488 4.77899757 4.51674865 4.79260799 4.68454514
## 255 4.58486098 4.74725548 4.83540445 4.58486098 4.85788771 4.74435244
## 256 3.71977960 3.89412672 4.01555074 3.71977960 4.02953251 3.89357404
## 257 3.67755509 3.83217789 3.95253796 3.67755509 3.97822039 3.83705307
## 258 3.71572831 3.87042899 3.99349609 3.71572831 4.02112081 3.87669584
## 259 3.63228372 3.80660258 3.93038687 3.63228372 3.95194465 3.80818047
## 260 3.72540188 3.89781417 4.02110409 3.72540188 4.03522933 3.89814637
## 261 3.72259849 3.87344073 3.99591468 3.72259849 4.02091484 3.87951704
## 262 3.80649485 3.92713932 4.04676288 3.80649485 4.09254269 3.94263486
## 263 3.96228639 4.27369814 4.39063842 3.96228639 4.34670300 4.23773504
## 264 3.83929713 3.92661904 4.04032210 3.83929713 4.09820070 3.94866324
## 265 4.57189611 4.75737283 4.85569171 4.57189611 4.87684271 4.75347721
## 266 3.68732047 3.83966314 3.96764791 3.68732047 4.00060039 3.84893713
## 267 3.87907482 4.20229854 4.33183148 3.87907482 4.29028396 4.16846335
## 268 3.99145807 4.32538571 4.44986067 3.99145807 4.40184478 4.28728777
## 269 3.85941001 4.18605609 4.31526668 3.85941001 4.27693264 4.15228911
## 270 3.82882011 4.14140156 4.26648832 3.82882011 4.23285040 4.10965085
## 271 4.52089311 4.52695792 4.64455869 4.52089311 4.74427487 4.57561887
## 272 2.79805913 2.52968984 2.65010170 2.79805913 2.96195325 2.66611811
## 273 2.67891668 2.42863673 2.56214652 2.67891668 2.87078771 2.56396257
## 274 2.64727323 2.37252427 2.50088894 2.64727323 2.81364507 2.51127599
## 275 2.66140552 2.43652433 2.57916246 2.66140552 2.87142079 2.56621177
## 276 2.44731686 2.22835011 2.37087361 2.44731686 2.65726117 2.35357182
## 277 2.94890874 2.60945523 2.72510924 2.94890874 3.05965023 2.76305716
## 278 2.99114595 2.65419085 2.76591785 2.99114595 3.11496676 2.80959912
## 279 2.92535307 2.67007725 2.80114792 2.92535307 3.11692776 2.80908148
## 280 2.77321508 2.46559271 2.57780489 2.77321508 2.90949662 2.61080014
## 281 2.59825983 2.44310742 2.58566832 2.59825983 2.84462987 2.55278773
## 282 2.73536786 2.50242825 2.63598061 2.73536786 2.93667816 2.63354605
## 283 2.58194939 2.35271240 2.49027292 2.58194939 2.77754542 2.47998340
## 284 2.90443304 2.62447371 2.74546329 2.90443304 3.06021697 2.76455084
## 285 2.77528410 2.53658659 2.67164719 2.77528410 2.96941021 2.66861732
## 286 2.92525311 2.63647806 2.75496550 2.92525311 3.07695927 2.77912851
## 287 2.78817759 2.55500005 2.69154550 2.78817759 2.99700226 2.68829473
## 288 2.75464995 2.46513703 2.58494728 2.75464995 2.90522041 2.60645033
## 289 2.78596283 2.49573328 2.61981948 2.78596283 2.94176778 2.63914984
## 290 2.77008066 2.46067234 2.58102434 2.77008066 2.90428690 2.60651811
## 291 2.56166797 2.28067587 2.40765691 2.56166797 2.71437050 2.41794984
## 292 2.80046970 2.54644880 2.67540635 2.80046970 2.97558970 2.68032880
## 293 2.72456385 2.48824787 2.62439834 2.72456385 2.92293800 2.62005347
## 294 2.73433523 2.47476526 2.60572180 2.73433523 2.91484999 2.61160048
## 295 2.66533762 2.41425606 2.55135803 2.66533762 2.85282551 2.54898909
## 296 3.18077587 2.83959780 2.94819524 3.18077587 3.29948587 2.99671135
## 297 2.76193434 2.51308650 2.64553105 2.76193434 2.94833131 2.64717624
## 298 2.67716012 2.41197393 2.54293564 2.67716012 2.85510255 2.54997512
## 299 2.67362727 2.39180387 2.51662657 2.67362727 2.82861965 2.53090452
## 300 2.83037550 2.55690325 2.68033808 2.83037550 2.99910000 2.69678857
## 109 110 111 112 113 114
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## 109
## 110 0.23775090
## 111 0.39079149 0.37236678
## 112 0.29429347 0.40418828 0.23275279
## 113 0.15551738 0.26184375 0.26913798 0.21798723
## 114 1.57096285 1.47154244 1.83486835 1.81911935 1.67409719
## 115 0.91563438 0.79765704 1.16213668 1.18003778 1.00489217 0.76510476
## 116 0.61134692 0.55874430 0.89641479 0.84042925 0.72334947 1.02029183
## 117 0.96969727 0.88876105 1.24102722 1.22312499 1.07170689 0.74887278
## 118 0.29743483 0.31143695 0.24682930 0.29978140 0.23265896 1.74256730
## 119 0.45982386 0.33223308 0.68508520 0.67967242 0.54856469 1.17349743
## 120 1.74894001 1.68380103 2.04426373 2.00350110 1.86732750 0.50502592
## 121 0.37934675 0.29852217 0.61385985 0.61292807 0.45431642 1.31161773
## 122 0.41358124 0.31394923 0.59217135 0.60952218 0.46780114 1.35907734
## 123 2.19212504 2.07414472 2.42965026 2.44727576 2.28227662 0.77348486
## 124 0.39792081 0.43439207 0.69158891 0.64727848 0.45444424 1.35042646
## 125 0.42612326 0.45028080 0.66760098 0.56333529 0.52225096 1.37850025
## 126 0.50935793 0.49322700 0.77329592 0.70499797 0.61779276 1.25126019
## 127 2.15640354 2.05459693 2.41457948 2.41072086 2.25767878 0.70346282
## 128 0.26263268 0.37884038 0.34665009 0.21504511 0.25067307 1.72219263
## 129 0.60928414 0.51040836 0.82808186 0.84789164 0.68478352 1.17950419
## 130 0.68156489 0.56379445 0.89847328 0.90039398 0.76799629 1.03012710
## 131 0.90126396 0.79563853 1.14848519 1.15053461 0.99601961 0.81007990
## 132 0.72454434 0.63386070 0.98059662 0.96173012 0.82644356 0.94791569
## 133 0.67750362 0.54475989 0.87704621 0.90583194 0.74457312 1.06270266
## 134 0.42877267 0.33053507 0.67018007 0.65907045 0.50949201 1.20909335
## 135 0.39753568 0.37202691 0.63236530 0.56948763 0.49397394 1.34243852
## 136 0.64449838 0.55078907 0.90448670 0.89086977 0.73989722 0.98838031
## 137 0.61084448 0.50528983 0.86210995 0.85154986 0.70761674 1.01460375
## 138 0.34095164 0.29919144 0.23999023 0.34741373 0.24734574 1.71810623
## 139 0.36783618 0.21694844 0.55866471 0.59092785 0.43454276 1.33294382
## 140 0.65661397 0.55707860 0.91653177 0.89644151 0.76169116 0.95519075
## 141 0.36632865 0.33896297 0.65445787 0.63311979 0.43652183 1.28194105
## 142 0.47508236 0.33974328 0.68571032 0.70062273 0.54763459 1.19017724
## 143 0.48422210 0.34115227 0.43278434 0.55498158 0.43961801 1.58719777
## 144 0.56682028 0.52016600 0.86266896 0.83314208 0.65604585 1.06633074
## 145 0.88779996 0.77971641 1.13475337 1.13065669 0.98480849 0.78206718
## 146 0.29320255 0.27468789 0.35741304 0.34172163 0.28036931 1.59350760
## 147 1.35201392 1.27299237 1.63726361 1.61135211 1.45773066 0.32220438
## 148 0.72288821 0.63286135 0.99000817 0.97491501 0.82207184 0.91064873
## 149 0.61084448 0.50528983 0.86210995 0.85154986 0.70761674 1.01460375
## 150 2.02730290 1.92123057 2.11805446 2.22012553 2.04410249 1.93268946
## 151 1.76958061 1.68440721 1.88091663 1.96633973 1.79506332 1.82420566
## 152 2.12649764 2.01006171 2.22266777 2.33404994 2.14188852 1.91508346
## 153 1.98506647 1.86551054 2.07652765 2.18890984 1.99832396 1.81921451
## 154 1.83363256 1.71652940 1.92082890 2.03550979 1.84302249 1.76710545
## 155 2.15022733 2.02864357 2.25247645 2.36360659 2.16758693 1.86236155
## 156 1.88679675 1.78168283 1.95848463 2.07108470 1.89406418 1.94062743
## 157 1.97444458 1.85947491 2.04259154 2.16132558 1.98314899 1.96016752
## 158 1.94201199 1.83923020 2.01138012 2.12457603 1.94834014 2.00017690
## 159 2.19633983 2.07074167 2.26209514 2.38601689 2.20042925 2.02998745
## 160 1.98019666 1.89207305 2.10007758 2.18959436 2.01459727 1.93422184
## 161 2.08303518 1.97047513 2.21109489 2.30342140 2.11730786 1.76123377
## 162 2.09871315 1.98466642 2.17026856 2.28772154 2.10608156 2.02220009
## 163 2.06065960 1.96172945 2.16159698 2.26124244 2.08130386 1.97133924
## 164 1.86771961 1.77330331 1.96983447 2.06721566 1.88519763 1.86430590
## 165 2.11144075 1.99247425 2.20719166 2.31505449 2.13157815 1.89003578
## 166 1.74461017 1.67890884 1.78931669 1.88581178 1.74262950 2.14385779
## 167 2.20747474 2.09596354 2.28297316 2.39443880 2.21727070 2.08401487
## 168 1.80304317 1.70256135 1.87892620 1.98729337 1.81136396 1.89781233
## 169 1.85724177 1.75899778 1.96141065 2.05449048 1.87983125 1.82126687
## 170 2.21429238 2.09953776 2.29240754 2.40687703 2.22640075 2.07023477
## 171 1.84249546 1.73393869 1.92638515 2.03632333 1.85331497 1.84075850
## 172 1.93195140 1.82287093 2.01632863 2.12562840 1.94388379 1.88808295
## 173 2.11827073 1.99932389 2.20769642 2.31919352 2.13399237 1.92190888
## 174 1.68697421 1.56571801 1.76997487 1.88484955 1.69515709 1.67487144
## 175 1.89451096 1.78743338 1.94741384 2.06843205 1.89123826 1.99988053
## 176 1.81786369 1.74607319 1.89066011 1.98373721 1.82535652 2.06844196
## 177 1.91724861 1.82604560 2.01396624 2.10829200 1.93700264 1.93845203
## 178 1.74309089 1.67480708 1.81426803 1.90508907 1.75622673 2.06101889
## 179 1.84826778 1.75476015 1.96009211 2.05051216 1.87414708 1.82179895
## 180 2.12649764 2.01006171 2.22266777 2.33404994 2.14188852 1.91508346
## 181 1.98506647 1.86551054 2.07652765 2.18890984 1.99832396 1.81921451
## 182 3.78729584 3.75292538 3.72738452 3.82569586 3.75424955 4.32716709
## 183 3.61705970 3.55417632 3.57957873 3.70035288 3.59023607 3.97492026
## 184 3.60209086 3.57993836 3.52518394 3.62331319 3.55851928 4.26776908
## 185 3.66086227 3.62408366 3.60718056 3.71082640 3.62691792 4.18543575
## 186 3.65275899 3.61236261 3.60814187 3.71159148 3.62050133 4.12496408
## 187 3.70774489 3.67009380 3.64055566 3.74512366 3.67043984 4.26215256
## 188 3.78697791 3.75007642 3.71474531 3.82154095 3.74528067 4.35182062
## 189 3.36057388 3.31483635 3.25537089 3.38541269 3.30348938 4.03223682
## 190 3.49780749 3.42461016 3.45510690 3.58884008 3.46360530 3.82915897
## 191 3.86069859 3.81205646 3.85588376 3.95309173 3.84537715 4.14139764
## 192 3.64460382 3.60777900 3.57618920 3.68571787 3.60514698 4.22240771
## 193 3.60884236 3.57490385 3.53437059 3.64160714 3.56768836 4.21836283
## 194 3.88500706 3.84049400 3.84639505 3.94710152 3.85958499 4.29911791
## 195 3.70305717 3.66701463 3.64214313 3.74332863 3.66772161 4.24307623
## 196 3.70603051 3.62315094 3.69355513 3.82108387 3.68811341 3.86229063
## 197 3.74017694 3.66043924 3.74754939 3.86969178 3.72838785 3.84152343
## 198 3.57412298 3.50234996 3.53970421 3.67014565 3.54473533 3.88244221
## 199 3.59845739 3.57125361 3.53226644 3.63455233 3.55839429 4.21587844
## 200 3.84845149 3.80990980 3.79393657 3.89473746 3.81483495 4.34099342
## 201 3.86348542 3.79995698 3.84666283 3.95330495 3.84840742 4.10890853
## 202 3.59252485 3.55596635 3.52904847 3.63532836 3.55439154 4.15373034
## 203 3.71174870 3.67847497 3.64517328 3.74573063 3.67419516 4.28168025
## 204 3.63904598 3.60535836 3.56795986 3.67039290 3.59977106 4.22775715
## 205 3.85457454 3.81204781 3.81323874 3.91348848 3.82756634 4.28911257
## 206 3.84974179 3.80779760 3.81060136 3.91107495 3.82264382 4.28139646
## 207 3.69785109 3.62729607 3.67189878 3.79503444 3.67375058 3.96506813
## 208 3.73941765 3.68887628 3.69841370 3.80986782 3.70878231 4.14797440
## 209 3.82901787 3.78188003 3.78234920 3.89048050 3.79871131 4.26586295
## 210 3.84004791 3.79551452 3.78750523 3.89470711 3.80736915 4.30572040
## 211 3.39808944 3.34255956 3.30619237 3.44083673 3.34689327 3.98662724
## 212 3.44243426 3.38629352 3.35995072 3.48987498 3.39627338 3.99203062
## 213 4.18063465 4.18057110 4.25684415 4.32169382 4.19972714 4.49178374
## 214 4.50247481 4.50051512 4.62209831 4.67532796 4.53943750 4.62110567
## 215 4.03060434 4.02182480 4.10391431 4.17597544 4.04858560 4.31810764
## 216 4.15172803 4.14162416 4.24711634 4.31144841 4.17910753 4.33746682
## 217 3.87705010 3.86399717 3.91182860 3.99636098 3.88178964 4.29050513
## 218 3.97766072 3.94212191 4.03039432 4.12081163 3.99711585 4.21062628
## 219 4.57977870 4.56475890 4.70595146 4.76479791 4.62003733 4.59202449
## 220 4.41574049 4.41753774 4.52507818 4.57828636 4.44895612 4.59975076
## 221 4.32942944 4.31854322 4.44253733 4.50661178 4.36109391 4.43430785
## 222 4.49379195 4.46618134 4.60861949 4.67664912 4.52957188 4.47611552
## 223 4.52665961 4.49398738 4.65306576 4.72168608 4.56610744 4.42995124
## 224 3.99606463 3.97945438 4.07082374 4.14756645 4.01569242 4.24132781
## 225 4.25375810 4.25738704 4.33532419 4.39373297 4.27555919 4.55512221
## 226 4.06657689 4.06292772 4.14623331 4.21067228 4.08936465 4.35607778
## 227 3.94934478 3.94474975 4.01898955 4.08936545 3.96721596 4.28258034
## 228 3.86628304 3.85335424 3.92674183 4.00774668 3.87783415 4.19313352
## 229 3.96609122 3.94361793 4.04433962 4.12280194 3.98599469 4.16258799
## 230 4.71268027 4.69502092 4.83701377 4.89714924 4.74713319 4.68925860
## 231 4.07146565 4.07757808 4.15137367 4.21080700 4.09279318 4.41206431
## 232 4.31751719 4.32104000 4.41591959 4.47302943 4.34336857 4.55501385
## 233 4.63392160 4.62134276 4.76103748 4.82232713 4.66548954 4.63792172
## 234 4.06334403 4.02514987 4.13145886 4.21884271 4.09042501 4.22111908
## 235 4.15765260 4.12708921 4.25561213 4.33623932 4.18286477 4.21842112
## 236 4.27899634 4.26700488 4.38549468 4.45053174 4.31085638 4.41032996
## 237 3.93198537 3.93914915 3.97775775 4.04504966 3.93815518 4.39905257
## 238 4.30698432 4.28119342 4.41772671 4.48900592 4.34028577 4.33635677
## 239 4.06809038 4.05690897 4.13715305 4.21405787 4.08318789 4.35687552
## 240 4.15926271 4.18393629 4.22566865 4.26961791 4.16585318 4.59114635
## 241 4.11085640 4.14207027 4.16864625 4.21152667 4.11396818 4.61230959
## 242 3.91884548 3.92093011 4.01021903 4.06384984 3.93946574 4.17741552
## 243 3.88495587 3.89015941 3.99860626 4.04771431 3.91111963 4.08386356
## 244 3.85424219 3.85758816 3.94542681 3.99629000 3.87605143 4.12344431
## 245 4.14611463 4.16763159 4.22732966 4.27018476 4.15844545 4.51302498
## 246 3.81857607 3.82147214 3.91423527 3.96783734 3.83927210 4.07500539
## 247 3.90391732 3.90258531 3.99582292 4.05238664 3.92429008 4.14434709
## 248 4.40311232 4.39520527 4.51446539 4.57463617 4.43710292 4.52891995
## 249 3.92919157 3.93372383 4.01957404 4.07092028 3.95044585 4.20397943
## 250 3.79972998 3.80608261 3.88690464 3.94081781 3.81638190 4.10551825
## 251 3.78057899 3.78297418 3.86619908 3.92204099 3.79714859 4.07037007
## 252 3.90171645 3.90017659 4.01072768 4.06273136 3.92865316 4.07810997
## 253 4.70472433 4.71975495 4.81031106 4.84484992 4.72860785 4.89901344
## 254 4.69494579 4.70788795 4.80051687 4.83385992 4.72047464 4.87494679
## 255 4.76612224 4.77608977 4.87312690 4.90893451 4.79214272 4.92253439
## 256 3.91898781 3.92233049 4.01299454 4.06495133 3.94060671 4.17442531
## 257 3.87765392 3.87755157 3.97647783 4.02961381 3.90068299 4.09949262
## 258 3.91962088 3.91793609 4.01564522 4.07119643 3.94160658 4.14147421
## 259 3.84345359 3.83984371 3.93139581 3.98941324 3.86238807 4.08771108
## 260 3.92399042 3.92785538 4.01842094 4.07064130 3.94573865 4.18249286
## 261 3.92149962 3.92103689 4.01963540 4.07357118 3.94507115 4.14382659
## 262 4.00070022 4.00380201 4.11436755 4.16447311 4.02640925 4.17544220
## 263 4.16557596 4.19283975 4.23115634 4.27208134 4.17215710 4.60983612
## 264 4.03378269 4.02464947 4.14739289 4.20161181 4.06352099 4.13745567
## 265 4.76223016 4.77866887 4.86682532 4.90417178 4.78324621 4.96812620
## 266 3.88707533 3.89477797 3.99265809 4.04425775 3.90804275 4.12881807
## 267 4.08601172 4.12291832 4.15495934 4.19581831 4.08832824 4.58017003
## 268 4.19874636 4.23401212 4.26206245 4.30237525 4.20070492 4.69195395
## 269 4.07957905 4.10581713 4.13729575 4.18571370 4.07978501 4.55549958
## 270 4.04370213 4.07015565 4.10877520 4.15451379 4.04668697 4.49631588
## 271 4.71268027 4.69502092 4.83701377 4.89714924 4.74713319 4.68925860
## 272 3.07885943 2.93784313 3.15286937 3.28406613 3.08814609 2.56776635
## 273 2.97242451 2.82743181 3.03146385 3.17034427 2.97418371 2.51871824
## 274 2.92791109 2.78525576 2.99961528 3.13288576 2.93553209 2.44242189
## 275 2.95869973 2.81790460 3.01512174 3.15506889 2.96023244 2.56211838
## 276 2.74466161 2.60167775 2.80106790 2.94026294 2.74644976 2.37098756
## 277 3.20695184 3.06463247 3.29535420 3.42269938 3.22367154 2.60214808
## 278 3.26478192 3.10931168 3.33182093 3.46864081 3.27181047 2.63355678
## 279 3.22125700 3.07538703 3.27710665 3.41804625 3.22192650 2.73551434
## 280 3.04438231 2.89985181 3.12446147 3.25332729 3.05500932 2.47017481
## 281 2.90638595 2.77294709 2.95811692 3.09594965 2.90698646 2.59637849
## 282 3.02993803 2.89044703 3.09223976 3.22880930 3.03269004 2.59490232
## 283 2.86592458 2.73462986 2.94060425 3.07078444 2.87386180 2.47146619
## 284 3.18077766 3.04153988 3.25865260 3.38893630 3.19205627 2.65388335
## 285 3.06860853 2.92617530 3.12847453 3.26697664 3.07307636 2.62659503
## 286 3.20257720 3.06000342 3.27797115 3.40967182 3.21264130 2.65401448
## 287 3.09266417 2.94347276 3.13855682 3.28360024 3.09012615 2.65050979
## 288 3.03405868 2.88570342 3.10352306 3.23787144 3.04284053 2.49575367
## 289 3.06480154 2.91998454 3.13643208 3.27034477 3.07286997 2.53814550
## 290 3.03758558 2.89516670 3.11974509 3.24894285 3.05099327 2.48735375
## 291 2.83161974 2.69425059 2.91522697 3.04248219 2.84464758 2.35251038
## 292 3.07828580 2.94652014 3.15843857 3.28674617 3.08912087 2.61680558
## 293 3.01514536 2.87829200 3.08130733 3.21640804 3.01960928 2.58895236
## 294 3.02051966 2.87967722 3.08850740 3.22336374 3.02613680 2.55118676
## 295 2.95293275 2.81235894 3.01833085 3.15459125 2.95817894 2.51577931
## 296 3.45020822 3.30013091 3.52540589 3.65872857 3.45996351 2.79847789
## 297 3.05266158 2.90935820 3.11475129 3.25233836 3.05772988 2.59323793
## 298 2.96232077 2.82046270 3.03052950 3.16534216 2.96748820 2.49121603
## 299 2.94542308 2.80873363 3.02848113 3.15607009 2.95733318 2.44915950
## 300 3.11774621 2.97007489 3.18106774 3.31825821 3.12289017 2.59870943
## 115 116 117 118 119 120
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## 116 0.55020562
## 117 0.42131373 0.43597867
## 118 1.05282036 0.78531048 1.09427947
## 119 0.56198871 0.26084273 0.57659481 0.58046280
## 120 1.03055365 1.16822427 0.82819506 1.90590245 1.36144132
## 121 0.65356269 0.38928423 0.64442795 0.45120551 0.21474053 1.46134965
## 122 0.71262361 0.43730737 0.68002598 0.42634304 0.25390696 1.49967526
## 123 1.32444664 1.65183074 1.26045403 2.30790339 1.77653153 0.73125966
## 124 0.71548120 0.49899084 0.73507999 0.56188929 0.43477057 1.51603433
## 125 0.87603432 0.36720738 0.76870930 0.57206613 0.36101915 1.49804520
## 126 0.74036818 0.25854695 0.59009118 0.62849542 0.28729401 1.34130388
## 127 1.32580038 1.58761227 1.20831739 2.28803743 1.74137956 0.54118946
## 128 1.10260656 0.71317084 1.08121644 0.26556530 0.57652191 1.86445841
## 129 0.53060078 0.41626928 0.48177259 0.65208012 0.31640204 1.29946861
## 130 0.49836385 0.25354861 0.37226876 0.76713634 0.25120023 1.16905277
## 131 0.35352562 0.40936751 0.13916222 1.00532256 0.48911903 0.93216666
## 132 0.45382703 0.21220669 0.28012169 0.84315464 0.31092829 1.07147340
## 133 0.45146586 0.36406823 0.40554758 0.74086814 0.29190166 1.22426066
## 134 0.58979080 0.27694336 0.57493952 0.54802726 0.12065257 1.38147295
## 135 0.78873209 0.33241046 0.70146800 0.50752945 0.25531144 1.46750517
## 136 0.42071788 0.20034940 0.34082970 0.77381350 0.24460796 1.14693090
## 137 0.43376817 0.18961505 0.39117487 0.73845735 0.18632918 1.18443901
## 138 1.02924761 0.78104937 1.07620224 0.12553560 0.56774304 1.89704554
## 139 0.63882148 0.45985616 0.71544581 0.42275042 0.22148842 1.51874594
## 140 0.41556308 0.16569688 0.37011893 0.80095386 0.23265219 1.13018700
## 141 0.60867794 0.46197824 0.72170214 0.55605988 0.34715731 1.49629405
## 142 0.54705938 0.31578794 0.55930065 0.56204515 0.11461932 1.37076836
## 143 0.91509326 0.70884023 0.94003985 0.32478364 0.48454581 1.76192773
## 144 0.46171552 0.29886065 0.46850000 0.73798157 0.32084565 1.24605178
## 145 0.36024493 0.35756887 0.15842227 1.00529014 0.46008646 0.92662492
## 146 0.97019355 0.60623467 0.94857281 0.25987976 0.43732191 1.75037056
## 147 0.59467749 0.79565376 0.47164232 1.51857797 0.96709660 0.48595109
## 148 0.37093383 0.23714916 0.25904828 0.85633568 0.32465059 1.06289417
## 149 0.43376817 0.18961505 0.39117487 0.73845735 0.18632918 1.18443901
## 150 1.55259098 2.03884943 1.93475426 2.07530961 1.92811580 2.25567498
## 151 1.36647980 1.81925154 1.74927289 1.82686260 1.70561194 2.12637647
## 152 1.57532944 2.08404650 1.91072575 2.15361545 1.98449732 2.19401978
## 153 1.44935935 1.95164711 1.79771664 2.01506677 1.84641002 2.11775113
## 154 1.33678053 1.82146159 1.67755850 1.85305143 1.70724291 2.05451790
## 155 1.55899876 2.07596488 1.88081412 2.17921964 1.98578656 2.13577284
## 156 1.47747968 1.94019621 1.84763297 1.90839063 1.80998971 2.24429168
## 157 1.52492804 2.00237900 1.88632488 1.98740067 1.87379831 2.25570814
## 158 1.53970806 2.00154268 1.90712684 1.96044759 1.87060880 2.29900683
## 159 1.68002497 2.17956892 2.03101717 2.21417015 2.06515521 2.33925349
## 160 1.51724310 1.99028415 1.85674754 2.01159442 1.88415440 2.16872313
## 161 1.47882383 2.00257420 1.83321713 2.14286236 1.92212487 2.05296824
## 162 1.62592432 2.11368733 1.98592834 2.11852386 1.99343728 2.32357972
## 163 1.58281027 2.07135888 1.94660893 2.10001166 1.96319044 2.25894806
## 164 1.42584859 1.89821564 1.79349398 1.90976969 1.78545926 2.15907332
## 165 1.56059467 2.07179448 1.92237104 2.15138061 1.97038278 2.19590463
## 166 1.58094983 1.94221908 1.96485746 1.77082084 1.78697581 2.45781081
## 167 1.72684978 2.21887614 2.10210633 2.24394586 2.10515548 2.40653091
## 168 1.41473910 1.86773260 1.78900913 1.82983960 1.73650221 2.20377676
## 169 1.40427529 1.87835158 1.79002185 1.91324128 1.76802317 2.13849624
## 170 1.71313920 2.21212507 2.07447370 2.24056253 2.09879512 2.37096565
## 171 1.39292290 1.86746017 1.75882470 1.87053964 1.74587312 2.14349852
## 172 1.46774030 1.94964071 1.83627695 1.96363274 1.83167763 2.19497587
## 173 1.58013712 2.08760766 1.93784878 2.15204610 1.98268255 2.22572228
## 174 1.21033647 1.68520307 1.56824083 1.71209506 1.56408824 1.98394784
## 175 1.51850128 1.96874581 1.88491214 1.90489484 1.83007856 2.30968484
## 176 1.55180523 1.95728532 1.93501777 1.85545319 1.81969111 2.37568407
## 177 1.50395229 1.96639516 1.88473572 1.96458620 1.84963533 2.24384329
## 178 1.51510695 1.89935279 1.89018551 1.77085531 1.75406649 2.34855587
## 179 1.39558426 1.86935897 1.77195035 1.90081831 1.76058864 2.11953808
## 180 1.57532944 2.08404650 1.91072575 2.15361545 1.98449732 2.19401978
## 181 1.44935935 1.95164711 1.79771664 2.01506677 1.84641002 2.11775113
## 182 3.81177361 4.11584989 4.20141753 3.77505085 3.93805972 4.66367803
## 183 3.49093213 3.86979898 3.87238029 3.58983621 3.69643664 4.28539500
## 184 3.70330422 3.97410452 4.07986115 3.57563760 3.78786695 4.59653020
## 185 3.66215064 3.98156880 4.04683364 3.64226334 3.80366767 4.51110115
## 186 3.62163127 3.95565285 4.01129306 3.64317361 3.78328403 4.45781287
## 187 3.73452246 4.04021784 4.12196755 3.68727007 3.85807804 4.59833166
## 188 3.82021061 4.12549281 4.20677644 3.76368331 3.94210610 4.69086515
## 189 3.43455322 3.72343511 3.79486035 3.29206663 3.52024170 4.34765542
## 190 3.34098771 3.73474050 3.71138237 3.45725078 3.55963346 4.13481342
## 191 3.71399853 4.09617831 4.10892731 3.87395751 3.94430090 4.46586999
## 192 3.67418140 3.98259254 4.05155416 3.61049819 3.79660493 4.54135887
## 193 3.66356287 3.95846329 4.04179363 3.57587281 3.77078603 4.54273844
## 194 3.82594619 4.16938958 4.22129042 3.88259835 4.00136562 4.63415415
## 195 3.72350850 4.03104878 4.11295570 3.68919497 3.85244104 4.58130605
## 196 3.44954195 3.88225971 3.82760331 3.68704769 3.72416767 4.16549080
## 197 3.44951493 3.89546338 3.81990301 3.72782011 3.74732112 4.12779984
## 198 3.40421106 3.80357367 3.77412620 3.53656530 3.63167145 4.18048345
## 199 3.65851151 3.95163590 4.03360954 3.56920982 3.76742529 4.53403608
## 200 3.84186177 4.16240454 4.23554517 3.84096348 3.98828883 4.68389050
## 201 3.69351464 4.08341425 4.09306072 3.86987280 3.92630987 4.44233347
## 202 3.61580295 3.92538556 3.99844853 3.56801058 3.74298331 4.48152909
## 203 3.75296007 4.05079311 4.14064277 3.69526382 3.86997543 4.62014117
## 204 3.68989045 3.98337132 4.07569864 3.61846197 3.79991692 4.56531795
## 205 3.80856929 4.14629908 4.20322474 3.85122779 3.97701560 4.62503474
## 206 3.79990105 4.14048381 4.19335138 3.84588974 3.97179525 4.61463515
## 207 3.51465801 3.91864457 3.89734603 3.67724581 3.75293569 4.27724779
## 208 3.65979443 4.01837981 4.04810987 3.72382720 3.84666533 4.47428982
## 209 3.77424288 4.11997904 4.16454209 3.81421307 3.94630898 4.59526380
## 210 3.80638607 4.14229170 4.19694429 3.82444223 3.96659292 4.63880875
## 211 3.41016395 3.72857496 3.77150316 3.33021893 3.52945335 4.29489692
## 212 3.43474922 3.76188732 3.80582705 3.38731186 3.56754484 4.30873931
## 213 4.03767588 4.37584232 4.27788833 4.14224067 4.25707638 4.56381043
## 214 4.25771190 4.61761906 4.46419202 4.48158423 4.52952825 4.63621282
## 215 3.86515232 4.21210968 4.10116340 3.98538157 4.09157513 4.38801145
## 216 3.93286883 4.30259727 4.18099769 4.13005301 4.19523014 4.41203742
## 217 3.78097893 4.10831815 4.03374546 3.81210317 3.96449812 4.39371775
## 218 3.77056310 4.12614251 3.99711050 3.90886046 3.99585231 4.27174165
## 219 4.27043353 4.65738775 4.47893293 4.56382977 4.57532072 4.60678888
## 220 4.20842221 4.55934136 4.42906264 4.39398633 4.46282627 4.63483329
## 221 4.06652194 4.42269807 4.23798814 4.28626068 4.33483337 4.41924738
## 222 4.15972786 4.57640918 4.41135689 4.48852018 4.48543094 4.54722334
## 223 4.14718351 4.57432770 4.38071945 4.52186606 4.49344814 4.47820029
## 224 3.80117194 4.15568627 4.02678250 3.94510473 4.03709024 4.29883377
## 225 4.11236856 4.45450578 4.37177415 4.23169692 4.33822501 4.64710365
## 226 3.90981184 4.25165150 4.15296041 4.03153102 4.13401226 4.42962703
## 227 3.81257380 4.13927942 4.03280771 3.89425606 4.01693534 4.33626013
## 228 3.71640242 4.04761768 3.92422716 3.79676852 3.92186429 4.24113728
## 229 3.73968324 4.11840335 3.99147559 3.93012822 4.00058006 4.25021589
## 230 4.38452755 4.80468985 4.64755422 4.72412236 4.72035320 4.77500908
## 231 3.94915390 4.27153884 4.17904002 4.03192138 4.15460184 4.47208632
## 232 4.13662335 4.48475489 4.36623082 4.29162192 4.38060137 4.60787175
## 233 4.31649761 4.72003058 4.53834649 4.62669724 4.63949147 4.67789951
## 234 3.81738437 4.16627105 4.00101369 3.98740685 4.05026770 4.22929523
## 235 3.85244638 4.24497722 4.05750033 4.11479636 4.14606363 4.24961066
## 236 4.03004512 4.38549722 4.21575850 4.23595673 4.29114785 4.41008457
## 237 3.88298518 4.19310164 4.14864304 3.88842812 4.05489786 4.51621242
## 238 3.99316777 4.38846098 4.20752309 4.27903941 4.29610083 4.36735090
## 239 3.90052773 4.24190749 4.11510473 4.00872091 4.12136916 4.40564961
## 240 4.11887508 4.43636221 4.43568656 4.17573192 4.31435872 4.77778437
## 241 4.11301292 4.41038036 4.42107819 4.11766190 4.28324032 4.79129031
## 242 3.75411839 4.11911391 4.05851227 3.93262792 4.00757110 4.33276296
## 243 3.68213736 4.05469735 3.96206004 3.90049344 3.95666069 4.20483393
## 244 3.69909943 4.05896517 4.00931208 3.87289334 3.94709745 4.28688845
## 245 4.06404410 4.39695398 4.37647898 4.16789258 4.28269764 4.68836636
## 246 3.64875897 4.01452071 3.94665870 3.83095922 3.90485608 4.22297697
## 247 3.72464409 4.09650223 4.02726679 3.91546613 3.98521491 4.29731997
## 248 4.15592216 4.51560963 4.35515954 4.37082146 4.42302399 4.53960394
## 249 3.77717631 4.13548592 4.08213741 3.94374064 4.02332398 4.35970398
## 250 3.66019379 4.01536825 3.96078073 3.80877876 3.90060994 4.26056087
## 251 3.63072625 3.99227409 3.93879484 3.79238486 3.87671905 4.23527641
## 252 3.68605419 4.06748420 3.98055745 3.92120801 3.96672722 4.21633667
## 253 4.53986266 4.90386708 4.86725727 4.75767531 4.80943418 5.08615562
## 254 4.52570898 4.88998890 4.85929206 4.75326242 4.79644354 5.07111768
## 255 4.58049027 4.95278968 4.91231996 4.82243661 4.86001474 5.11419573
## 256 3.75364602 4.11782014 4.05707534 3.93462622 4.00785623 4.32800980
## 257 3.68974952 4.06331589 3.99317732 3.89571253 3.95619226 4.25248650
## 258 3.73003044 4.10520613 4.03161937 3.93362560 3.99656304 4.29192871
## 259 3.66604512 4.03965289 3.97768011 3.85765474 3.92599922 4.25448831
## 260 3.75937378 4.12224386 4.05811388 3.93668135 4.01234547 4.32948067
## 261 3.73323979 4.10571820 4.03170698 3.93536385 3.99812633 4.28880328
## 262 3.78559055 4.16589449 4.07082841 4.01958440 4.06899342 4.30268797
## 263 4.13738722 4.44862689 4.45760635 4.18621196 4.32691029 4.80257751
## 264 3.77692617 4.17633259 4.07654056 4.05901211 4.08006175 4.27952070
## 265 4.59891726 4.96483246 4.91842277 4.80768997 4.86923077 5.14467916
## 266 3.70745570 4.07275972 3.98470649 3.89536113 3.97000137 4.25065991
## 267 4.08029602 4.37857324 4.37129803 4.09054565 4.25790471 4.73893523
## 268 4.19810774 4.49701359 4.50301215 4.20945438 4.37422966 4.86857515
## 269 4.05994729 4.37106979 4.37017204 4.08534575 4.24391456 4.73919697
## 270 4.01132033 4.32650919 4.32296513 4.05593590 4.20339025 4.68038724
## 271 4.38452755 4.80468985 4.64755422 4.72412236 4.72035320 4.77500908
## 272 2.42725007 2.95328442 2.69860442 3.08269301 2.87309704 2.80058938
## 273 2.34492979 2.85542937 2.60107337 2.96012757 2.76775494 2.74613670
## 274 2.28175796 2.79909376 2.53817130 2.92315960 2.71748070 2.66375561
## 275 2.35434247 2.86135387 2.61089776 2.93805159 2.76677168 2.77732630
## 276 2.14295041 2.65158971 2.41495175 2.72979561 2.55369630 2.60854778
## 277 2.51486327 3.03854285 2.74659659 3.20722428 2.97340270 2.78541229
## 278 2.57182168 3.08617758 2.80299149 3.26235857 3.01885647 2.85020869
## 279 2.58813830 3.09849509 2.83544941 3.20570243 3.01333295 2.95204611
## 280 2.36629794 2.89122811 2.62487174 3.05414589 2.82102279 2.70275502
## 281 2.34315242 2.85496856 2.64255285 2.89450567 2.74791254 2.84591725
## 282 2.41212265 2.92587798 2.67585829 3.01990812 2.83695898 2.82058997
## 283 2.25762408 2.77137787 2.52242810 2.85765523 2.68233856 2.68304649
## 284 2.52346662 3.04935940 2.78360216 3.18150865 2.97211119 2.86701091
## 285 2.44616751 2.96234126 2.71052706 3.05493716 2.87109004 2.84799442
## 286 2.53779874 3.06299722 2.79539414 3.20397179 2.98746995 2.87209243
## 287 2.47597051 2.98310399 2.73341537 3.07303256 2.88971186 2.88295163
## 288 2.36899954 2.89310556 2.63382517 3.03518387 2.81370682 2.73173694
## 289 2.40557852 2.92419009 2.65526457 3.06032600 2.84654564 2.75388415
## 290 2.36448451 2.88840113 2.61383845 3.03840419 2.81533684 2.69479724
## 291 2.18193392 2.70410434 2.44351805 2.83296866 2.62476617 2.56850836
## 292 2.44648492 2.96704191 2.70615097 3.07484488 2.88557232 2.81994036
## 293 2.39948947 2.91136895 2.65602962 3.00254637 2.82327858 2.80101050
## 294 2.38545094 2.90056955 2.64024806 3.01174982 2.81673159 2.76743952
## 295 2.32878734 2.84015540 2.58131214 2.93829711 2.75222925 2.72628815
## 296 2.75170031 3.27029209 2.97892986 3.45051452 3.20766906 2.99847663
## 297 2.42215597 2.93942984 2.68548675 3.04173557 2.85076697 2.81663082
## 298 2.32528846 2.83823387 2.57685578 2.95376221 2.75545516 2.70880666
## 299 2.29371186 2.81541078 2.55047617 2.94661389 2.73845765 2.66074545
## 300 2.46539197 2.98494639 2.72595305 3.11338036 2.90302120 2.83091984
## 121 122 123 124 125 126
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## 121
## 122 0.09623538
## 123 1.86888473 1.89861248
## 124 0.31957552 0.38741532 1.92049589
## 125 0.38813200 0.39556639 2.00479425 0.51350970
## 126 0.30493463 0.31682019 1.84001903 0.49048696 0.21061762
## 127 1.84169440 1.87312919 0.25738519 1.89690954 1.93444159 1.77291123
## 128 0.48341326 0.46857433 2.32682500 0.55158675 0.40955607 0.53676438
## 129 0.23999382 0.25757959 1.67482298 0.45173106 0.55713643 0.39230161
## 130 0.34339111 0.35490130 1.57885997 0.55320195 0.48459464 0.32113485
## 131 0.56081178 0.59155713 1.31760798 0.69040020 0.73104524 0.55095345
## 132 0.40540085 0.43684725 1.51388346 0.56908838 0.51447597 0.34002916
## 133 0.31558469 0.33083931 1.57399949 0.49249549 0.57480237 0.42477416
## 134 0.14251652 0.19437756 1.79420927 0.33383154 0.34956899 0.27221931
## 135 0.26467316 0.26516262 1.94436712 0.46658043 0.14378827 0.14721197
## 136 0.32979999 0.37645834 1.56392847 0.46463860 0.49137577 0.34037869
## 137 0.30692139 0.35215787 1.60217861 0.47575326 0.46160691 0.32020784
## 138 0.43943194 0.40686462 2.27152669 0.53661789 0.59127342 0.64352104
## 139 0.16206814 0.19486942 1.90106633 0.40794133 0.46462757 0.40861325
## 140 0.38126656 0.42822635 1.56558183 0.53672319 0.48278606 0.34672146
## 141 0.30316772 0.38596479 1.88273271 0.19765092 0.52361043 0.50378848
## 142 0.15385604 0.19008770 1.75860319 0.38819721 0.41916583 0.32267913
## 143 0.36885243 0.30273464 2.09735976 0.55159413 0.59500230 0.58887479
## 144 0.33068492 0.40752323 1.65192380 0.29087805 0.52023556 0.42233401
## 145 0.56305021 0.59495787 1.33065028 0.69484132 0.69377350 0.52618078
## 146 0.34747840 0.31145935 2.17521020 0.47966316 0.35983041 0.44619371
## 147 1.07297044 1.12130195 0.90083390 1.09793378 1.15529610 1.01005033
## 148 0.40955934 0.45660829 1.48192852 0.52452707 0.56244722 0.40225749
## 149 0.30692139 0.35215787 1.60217861 0.47575326 0.46160691 0.32020784
## 150 1.93472881 1.98435075 2.12144007 1.91113018 2.25604949 2.16562153
## 151 1.70269279 1.75744753 2.10003241 1.67847085 2.01655285 1.93043339
## 152 1.97471123 2.01625747 1.97280285 1.95479548 2.32193752 2.20692788
## 153 1.84074819 1.88286545 1.92935595 1.82066394 2.18432855 2.07601986
## 154 1.68835471 1.72813553 1.90882174 1.66813888 2.04102553 1.93275981
## 155 1.97932997 2.01957155 1.88122224 1.96041448 2.32598242 2.20503890
## 156 1.79446887 1.83807834 2.14445687 1.77635135 2.13423980 2.04311177
## 157 1.86095761 1.90076170 2.11718995 1.85746475 2.20604885 2.10616743
## 158 1.85196441 1.89510910 2.19231035 1.83292931 2.19337896 2.10177330
## 159 2.06069794 2.09904592 2.10497873 2.04284009 2.40523564 2.30242806
## 160 1.86687950 1.91411338 2.09021964 1.87383478 2.20061752 2.08530963
## 161 1.93874481 1.98901905 1.86190245 1.92853093 2.25920177 2.14454759
## 162 1.98293612 2.02431321 2.14722754 1.96555408 2.32664952 2.22695306
## 163 1.95593619 2.00443455 2.12382718 1.93573557 2.28897600 2.18720398
## 164 1.77224690 1.82209254 2.06990127 1.74100310 2.10592370 2.01030490
## 165 1.97863976 2.02378988 1.99739976 1.96842769 2.30981642 2.20328460
## 166 1.76294377 1.81155069 2.50014361 1.73190191 2.06395766 2.01450929
## 167 2.10825874 2.15421663 2.22086093 2.08318346 2.43698385 2.34510823
## 168 1.72058568 1.76618275 2.13335025 1.69886609 2.05646693 1.96925390
## 169 1.77358379 1.82630698 2.06184662 1.75088929 2.08977866 2.00099152
## 170 2.09587623 2.13873763 2.17080193 2.08201355 2.43445852 2.33217552
## 171 1.73322883 1.77763880 2.03447464 1.71267530 2.07428362 1.97771769
## 172 1.82400388 1.86921190 2.06525074 1.80288369 2.16143060 2.06499707
## 173 1.98476508 2.02836051 2.02166229 1.97000331 2.32153586 2.21545153
## 174 1.55266021 1.59371172 1.87965275 1.53458696 1.89849382 1.79895133
## 175 1.80714265 1.84746594 2.20265125 1.78123189 2.15198781 2.06636849
## 176 1.79951967 1.85097245 2.37523751 1.76329562 2.11222232 2.04597114
## 177 1.84546972 1.89708024 2.17261346 1.82194673 2.16542314 2.07808128
## 178 1.73124011 1.78037560 2.38841908 1.72008413 2.03967910 1.97178108
## 179 1.75887337 1.81141163 2.05118963 1.73911361 2.08041680 1.98553336
## 180 1.97471123 2.01625747 1.97280285 1.95479548 2.32193752 2.20692788
## 181 1.84074819 1.88286545 1.92935595 1.82066394 2.18432855 2.07601986
## 182 3.91074568 3.94970306 4.65139202 3.87571218 4.16173209 4.15824636
## 183 3.66092074 3.69645809 4.17326239 3.63817368 3.96645578 3.92379664
## 184 3.74377084 3.77944784 4.61756538 3.69853062 3.99348310 3.99860536
## 185 3.76671702 3.80494384 4.48029230 3.72706215 4.03653514 4.02303663
## 186 3.75079594 3.79131832 4.40870743 3.70409936 4.02358254 4.00766625
## 187 3.82565715 3.86251523 4.57792571 3.79002452 4.08490796 4.07968527
## 188 3.90570566 3.94195040 4.66203024 3.86255693 4.16830342 4.16456454
## 189 3.45713972 3.48117850 4.31751825 3.42616969 3.74764059 3.73545714
## 190 3.51341781 3.54483545 3.98141338 3.48371932 3.84130845 3.78922357
## 191 3.92601180 3.97268032 4.36699225 3.88150179 4.20593810 4.17192438
## 192 3.75123235 3.78536215 4.51594324 3.71677659 4.02563180 4.01257318
## 193 3.72740879 3.76146674 4.53376526 3.69279423 3.99263352 3.98630388
## 194 3.98038873 4.02224021 4.57578813 3.94485761 4.24563550 4.22803089
## 195 3.82252094 3.86117082 4.56225499 3.78321589 4.07902841 4.07439652
## 196 3.69779852 3.73419757 3.96804162 3.67906792 4.02326433 3.95837919
## 197 3.71833216 3.75697931 3.91635714 3.69457830 4.04956333 3.97558111
## 198 3.58698181 3.61950541 4.02572283 3.56141222 3.91453997 3.85874075
## 199 3.71961522 3.75532059 4.53175046 3.67679134 3.98559186 3.97862127
## 200 3.96223455 4.00256848 4.64589902 3.91869056 4.22056663 4.21378154
## 201 3.91794493 3.96127374 4.32543238 3.89341510 4.19757960 4.16162640
## 202 3.70318511 3.73962144 4.45820467 3.66365751 3.97213214 3.96211983
## 203 3.83823718 3.87612594 4.61073566 3.79836140 4.09117318 4.09016548
## 204 3.76615538 3.80287712 4.56013157 3.72792363 4.01997746 4.01956158
## 205 3.95443123 3.99607063 4.57343113 3.91685968 4.21818778 4.20289600
## 206 3.94689429 3.98867532 4.55956966 3.90698803 4.21410590 4.19699559
## 207 3.72153980 3.75844959 4.12452957 3.69430355 4.03575346 3.98505227
## 208 3.81320179 3.85216195 4.38762799 3.77278099 4.10181531 4.07422034
## 209 3.91633035 3.95524032 4.52658424 3.88068455 4.19392000 4.17251022
## 210 3.93624826 3.97482687 4.58043544 3.89890431 4.20882688 4.19233332
## 211 3.46837727 3.49268524 4.23081993 3.44409933 3.77378075 3.74800152
## 212 3.51588202 3.54359591 4.24255885 3.49130133 3.81512919 3.79041338
## 213 4.16183222 4.19600858 4.53455480 4.15608732 4.47419610 4.36999989
## 214 4.44073944 4.47751452 4.56977914 4.43899874 4.75130123 4.62440253
## 215 3.99537696 4.02702895 4.34020831 3.99578653 4.31694503 4.20682684
## 216 4.11365562 4.15188819 4.34796716 4.10888813 4.42907893 4.31645676
## 217 3.86575321 3.89243287 4.36624165 3.87456150 4.18660394 4.09102786
## 218 3.90958700 3.93151408 4.19285615 3.95565647 4.23658321 4.11510574
## 219 4.49568395 4.53286996 4.49332439 4.49870563 4.81335192 4.67787071
## 220 4.37404683 4.41157089 4.59073571 4.37006748 4.68067199 4.56301813
## 221 4.23140246 4.25984381 4.32206290 4.23563483 4.55868177 4.41851990
## 222 4.42152484 4.46281076 4.40298050 4.41896353 4.74369173 4.61719420
## 223 4.42908346 4.46918754 4.30319732 4.42824350 4.75659654 4.61915151
## 224 3.94096425 3.96993735 4.23184026 3.95084645 4.26866230 4.15031256
## 225 4.25333000 4.29271754 4.62770035 4.24049372 4.55514518 4.45894413
## 226 4.04474612 4.07944090 4.40326295 4.04678677 4.35435319 4.24875463
## 227 3.91406246 3.94236601 4.31230320 3.92254562 4.23177184 4.12105197
## 228 3.81051741 3.83398229 4.18923400 3.81910669 4.14292673 4.02592061
## 229 3.91601567 3.94997221 4.16129954 3.91658390 4.24564064 4.13101231
## 230 4.65701035 4.70425684 4.62959172 4.62812991 4.97514042 4.85602168
## 231 4.05606971 4.08963898 4.46847870 4.05326802 4.36204268 4.25830035
## 232 4.28632596 4.32366417 4.56548491 4.27186184 4.59823098 4.48671404
## 233 4.55432734 4.59547167 4.53055401 4.52308078 4.88432890 4.75357468
## 234 3.95930091 3.97624981 4.13670302 4.02008447 4.28598940 4.14765234
## 235 4.05349585 4.08260936 4.10092113 4.05779816 4.39662956 4.25821546
## 236 4.19278476 4.22184852 4.32694181 4.20419151 4.51626349 4.38092029
## 237 3.95806840 3.99225850 4.53093524 3.94344067 4.26029050 4.17953761
## 238 4.21385092 4.24755926 4.23389732 4.22070675 4.54453674 4.40818184
## 239 4.01529415 4.04201787 4.34481390 4.01947525 4.34486059 4.22765599
## 240 4.24301649 4.29515713 4.80621114 4.17299993 4.51332310 4.46272204
## 241 4.20363039 4.25324306 4.84222827 4.13505860 4.47120948 4.42412198
## 242 3.94243888 3.99280390 4.30699280 3.89895968 4.23642906 4.15591688
## 243 3.88275799 3.93330418 4.16490615 3.83287687 4.18585082 4.09142726
## 244 3.88674702 3.93831588 4.27501433 3.84464702 4.17334273 4.09729242
## 245 4.21322569 4.26670875 4.70094343 4.14422636 4.48897796 4.42945571
## 246 3.83529344 3.88532618 4.19578383 3.78876936 4.13393481 4.05001114
## 247 3.91909604 3.96876545 4.25915595 3.87641227 4.21855410 4.13446901
## 248 4.33022051 4.36320610 4.46275007 4.33569039 4.64794058 4.51730734
## 249 3.95923621 4.00978437 4.34576403 3.91768518 4.24819072 4.17026318
## 250 3.82805097 3.87750218 4.24599476 3.77830766 4.12447367 4.04632653
## 251 3.80896914 3.85907393 4.21375203 3.76022276 4.10518852 4.02814661
## 252 3.90294636 3.95436980 4.16889217 3.85971123 4.20277390 4.11120351
## 253 4.76475821 4.82577477 5.06004766 4.69111782 5.02747915 4.96608501
## 254 4.75898474 4.82101031 5.04792403 4.68840019 5.01513923 4.95669916
## 255 4.82187438 4.88340494 5.07694686 4.75288354 5.08332289 5.02069982
## 256 3.94301207 3.99387019 4.30487507 3.89874479 4.23560020 4.15500154
## 257 3.89300270 3.94435920 4.21693269 3.84814336 4.18924634 4.10507257
## 258 3.93159751 3.98183846 4.24997552 3.88858166 4.23104921 4.14529379
## 259 3.86390973 3.91431165 4.21637927 3.82017832 4.16159524 4.08130740
## 260 3.94484176 3.99488521 4.30647676 3.90194325 4.23927926 4.15668272
## 261 3.93299738 3.98310881 4.25236463 3.89263954 4.23071756 4.14404758
## 262 3.99822869 4.04974905 4.24885103 3.94519155 4.30193346 4.20803655
## 263 4.25840209 4.31155685 4.84128333 4.18652342 4.52181202 4.47593088
## 264 4.02449241 4.07700040 4.20376847 3.98391499 4.32587960 4.23044637
## 265 4.81522973 4.87471698 5.10835457 4.73680738 5.08785656 5.02224336
## 266 3.88882978 3.93776054 4.21319856 3.83390767 4.19581169 4.10362601
## 267 4.16567436 4.21504818 4.78165893 4.08345434 4.44352720 4.38922229
## 268 4.29094512 4.34189400 4.91326647 4.21001934 4.56047606 4.51320662
## 269 4.16212431 4.21170312 4.76619078 4.08644788 4.44058323 4.39000608
## 270 4.12468325 4.17596038 4.70694800 4.04708728 4.40142327 4.34994136
## 271 4.65701035 4.70425684 4.62959172 4.62812991 4.97514042 4.85602168
## 272 2.87128649 2.89955809 2.32959458 2.86735470 3.22065867 3.08668020
## 273 2.75633608 2.77874152 2.28186066 2.75513413 3.11217271 2.97812290
## 274 2.70906561 2.73387719 2.20203928 2.70925729 3.06265028 2.92521712
## 275 2.74691894 2.76843156 2.33807687 2.75037710 3.10967940 2.97362759
## 276 2.53926072 2.56254325 2.19802488 2.54289400 2.89900735 2.76780541
## 277 2.96975011 2.99452960 2.27055338 2.97795451 3.31758683 3.16887223
## 278 3.02498428 3.04579369 2.29737730 3.03029907 3.36435916 3.22514955
## 279 3.00147859 3.02247536 2.45547971 3.00031487 3.35721520 3.22127499
## 280 2.82460161 2.85243222 2.20580317 2.81799930 3.16746744 3.03205111
## 281 2.73169850 2.75952428 2.46126860 2.72825292 3.09247116 2.96894823
## 282 2.82283303 2.84752189 2.36700346 2.81721220 3.18083884 3.04743253
## 283 2.66174802 2.68867439 2.27149306 2.65747506 3.02356894 2.88643889
## 284 2.96673465 2.99409721 2.38473379 2.96574040 3.31839551 3.17931414
## 285 2.85916219 2.88269440 2.39115360 2.86413256 3.21742370 3.08179692
## 286 2.98519492 3.01176867 2.37496424 2.98374637 3.33430930 3.19619536
## 287 2.87876048 2.89868583 2.40657095 2.88147416 3.23518390 3.10358870
## 288 2.81675350 2.84239593 2.24542535 2.82083066 3.16301643 3.02817878
## 289 2.84087335 2.86492964 2.26476319 2.84233402 3.19209340 3.05304131
## 290 2.81163118 2.83754725 2.20975676 2.81600026 3.16125990 3.01878318
## 291 2.61591627 2.64366941 2.13166552 2.61666358 2.96955345 2.82990732
## 292 2.86975789 2.89756939 2.37252924 2.86512146 3.22795354 3.08800686
## 293 2.80463527 2.82879903 2.35390332 2.80103805 3.16526931 3.02831942
## 294 2.80425706 2.82844131 2.30268913 2.80240756 3.16071625 3.02340191
## 295 2.73564788 2.75838143 2.27718462 2.73884237 3.09551014 2.95679769
## 296 3.21080671 3.23337624 2.43565076 3.21175645 3.55196867 3.40930573
## 297 2.84099783 2.86488867 2.35429788 2.84480939 3.19738691 3.06174653
## 298 2.74308376 2.76675219 2.24465645 2.74048305 3.09877923 2.96156544
## 299 2.72871147 2.75625776 2.20575035 2.72537799 3.08226364 2.94234295
## 300 2.90122696 2.92541025 2.33887610 2.90193814 3.25070879 3.11654080
## 127 128 129 130 131 132
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## 128 2.28159758
## 129 1.65619333 0.71070918
## 130 1.53971929 0.76298774 0.25787299
## 131 1.28390722 1.01720043 0.38472915 0.28299327
## 132 1.46336207 0.82291718 0.30674034 0.12190877 0.21888450
## 133 1.55973780 0.77999808 0.18027271 0.16961758 0.29719640 0.23713214
## 134 1.76186601 0.53920823 0.27676989 0.26815349 0.49756804 0.32564114
## 135 1.88687474 0.41256949 0.42954895 0.38485038 0.64399323 0.43318781
## 136 1.52589576 0.76438426 0.26217162 0.14331069 0.26935089 0.12175051
## 137 1.56387083 0.73200500 0.26827348 0.13339366 0.30911302 0.14231136
## 138 2.26073302 0.31680407 0.63480228 0.74633880 0.98393699 0.83108534
## 139 1.88357952 0.50900919 0.31073702 0.40422848 0.61308787 0.47281442
## 140 1.51891339 0.78189790 0.34259069 0.17391124 0.30034794 0.13698506
## 141 1.86548723 0.57878252 0.44100419 0.51696117 0.65603353 0.53656025
## 142 1.73479861 0.58903687 0.23047511 0.23766672 0.46378256 0.31316866
## 143 2.09593995 0.47361033 0.50019590 0.60425289 0.83639835 0.70774794
## 144 1.62251485 0.72576144 0.34078181 0.35106869 0.42706523 0.33078385
## 145 1.28856185 1.00167580 0.41844829 0.26062689 0.09088655 0.18763320
## 146 2.14122521 0.20139667 0.56747786 0.61011523 0.87294249 0.68831186
## 147 0.82830634 1.49340802 0.92941424 0.80258143 0.56225196 0.70851109
## 148 1.44180106 0.84800373 0.30489319 0.18349500 0.19515624 0.10860276
## 149 1.56387083 0.73200500 0.26827348 0.13339366 0.30911302 0.14231136
## 150 2.26717308 2.25797366 1.85906998 1.96709167 1.86183151 1.96505391
## 151 2.21428347 2.00560314 1.64116251 1.76328007 1.67504581 1.75771456
## 152 2.14618302 2.34160403 1.86195670 1.98006973 1.84455703 1.97871206
## 153 2.09462764 2.20131742 1.73716779 1.85152147 1.72717294 1.85312570
## 154 2.06477918 2.04422905 1.58696226 1.71546362 1.60255520 1.72182604
## 155 2.06322535 2.36205106 1.85601185 1.96665586 1.81905669 1.96356109
## 156 2.28621118 2.10648079 1.72129357 1.85337114 1.76605794 1.86104351
## 157 2.26941717 2.18906882 1.77359224 1.90229320 1.80442698 1.91080330
## 158 2.33627078 2.16080437 1.77833143 1.91383265 1.82598019 1.92152268
## 159 2.28406105 2.40840545 1.96241443 2.07468069 1.95719236 2.08185059
## 160 2.21663244 2.20257686 1.76607769 1.90390318 1.78643807 1.89490050
## 161 2.01724189 2.31293893 1.82760472 1.92093525 1.77347037 1.90653383
## 162 2.30984533 2.31570866 1.89347719 2.01711767 1.90951638 2.02281297
## 163 2.27016096 2.28822147 1.86744687 1.99108313 1.87621988 1.98653225
## 164 2.20576381 2.09584420 1.69399848 1.82334176 1.72094101 1.82117960
## 165 2.16062924 2.33514189 1.87777956 1.98079218 1.85292496 1.97766201
## 166 2.60110562 1.96633283 1.75564667 1.89822797 1.87565611 1.91126377
## 167 2.38265595 2.43291530 2.02800265 2.13772701 2.02901360 2.13910873
## 168 2.26650938 2.02538933 1.65451169 1.78765893 1.70695069 1.79481654
## 169 2.19040969 2.09162373 1.70385669 1.81501386 1.71651682 1.81056892
## 170 2.33716231 2.43469470 2.00201260 2.11812856 2.00124377 2.11983073
## 171 2.17831361 2.06289686 1.65126753 1.77858633 1.68056186 1.78361015
## 172 2.21379878 2.15442198 1.74104760 1.86307657 1.76002263 1.86617419
## 173 2.18860847 2.33906597 1.88428696 1.99284868 1.86754679 1.99229357
## 174 2.02360955 1.90026774 1.46403608 1.58576968 1.48786749 1.59527639
## 175 2.34949474 2.10793594 1.74048585 1.87765980 1.80057745 1.89155856
## 176 2.48698764 2.04665646 1.76730062 1.90684047 1.85316852 1.91186309
## 177 2.30086899 2.14959198 1.77943618 1.90202692 1.80983186 1.89938671
## 178 2.48714265 1.96700993 1.70105756 1.84606103 1.80364171 1.85258106
## 179 2.17737704 2.08147993 1.68272285 1.80246946 1.69962357 1.79626218
## 180 2.14618302 2.34160403 1.86195670 1.98006973 1.84455703 1.97871206
## 181 2.09462764 2.20131742 1.73716779 1.85152147 1.72717294 1.85312570
## 182 4.76964602 3.96916486 3.94874766 4.09076414 4.10682159 4.11455350
## 183 4.32118908 3.80895771 3.65052244 3.80529558 3.77911522 3.82752051
## 184 4.73108790 3.77050504 3.79474532 3.94972605 3.98345788 3.97895174
## 185 4.60612018 3.84456948 3.79383171 3.94635667 3.95306131 3.97016695
## 186 4.53887465 3.84339570 3.77368598 3.92193168 3.92000446 3.94329534
## 187 4.70074009 3.88665816 3.86181029 4.00849560 4.02567523 4.03516027
## 188 4.78895381 3.96388451 3.94311660 4.09269711 4.11066574 4.12075650
## 189 4.45221444 3.51430264 3.48747980 3.66021006 3.69078492 3.70148422
## 190 4.14510755 3.68495180 3.48998598 3.65290609 3.61821817 3.67922617
## 191 4.50382781 4.07043994 3.92463738 4.06218751 4.02610648 4.07186331
## 192 4.64281292 3.81889866 3.77983562 3.93984001 3.95444805 3.96834912
## 193 4.65583952 3.78045272 3.76418113 3.92104098 3.94381756 3.95065557
## 194 4.70444464 4.07981128 3.99968812 4.13814868 4.13060243 4.15646282
## 195 4.68374019 3.88534878 3.85918493 4.00344112 4.01832088 4.02812217
## 196 4.13615973 3.90882006 3.65584664 3.80190522 3.74040838 3.81840278
## 197 4.08635082 3.94768191 3.66544369 3.81437623 3.73822457 3.82549839
## 198 4.18803167 3.76392663 3.55938115 3.72221039 3.68226912 3.74582606
## 199 4.65211983 3.77167916 3.75656179 3.91763485 3.93816499 3.94509029
## 200 4.77169144 4.03571076 3.99486980 4.13577024 4.14292404 4.15823910
## 201 4.46599478 4.07083059 3.91230962 4.04057367 4.00556743 4.05370755
## 202 4.58340898 3.77145301 3.73480052 3.88898589 3.90278306 3.91574524
## 203 4.73011960 3.89047112 3.87953160 4.02474052 4.04523221 4.05075764
## 204 4.67911694 3.81523711 3.80859855 3.95542237 3.97911266 3.98302790
## 205 4.70087849 4.04784257 3.97681585 4.11635670 4.11220077 4.13544620
## 206 4.68844641 4.04357764 3.96732799 4.10930412 4.10292789 4.12803367
## 207 4.28262398 3.89630219 3.69904991 3.84971386 3.80755153 3.86901297
## 208 4.52852778 3.93218473 3.82094933 3.97175756 3.95673737 3.99300755
## 209 4.66136161 4.01921849 3.93167536 4.07892868 4.07185304 4.10067755
## 210 4.71283887 4.02759487 3.95758940 4.10434315 4.10347804 4.12734609
## 211 4.37422045 3.55875569 3.48134955 3.65486544 3.66848552 3.69363890
## 212 4.38437898 3.61117860 3.52936699 3.69513244 3.70425037 3.73037776
## 213 4.63920697 4.34608912 4.08948745 4.29767001 4.21907131 4.29054636
## 214 4.67050147 4.67295131 4.33856404 4.53632315 4.42132343 4.51581225
## 215 4.45095624 4.19427824 3.91477971 4.12373892 4.04097716 4.11871649
## 216 4.45752935 4.33113772 4.02860174 4.22497962 4.12649816 4.21166835
## 217 4.47899031 4.03129761 3.80373599 4.01643322 3.96111835 4.02296056
## 218 4.30936593 4.12954870 3.81235172 4.01136135 3.92839120 4.01370936
## 219 4.60350039 4.75689589 4.38016962 4.56916874 4.43818216 4.54645274
## 220 4.68911450 4.58687789 4.28433224 4.48400492 4.38159914 4.46624939
## 221 4.43293026 4.48341305 4.11128644 4.31788714 4.19657041 4.30244446
## 222 4.52630949 4.68733162 4.31460327 4.49355079 4.36397522 4.47301736
## 223 4.43090224 4.71870613 4.30709588 4.48359026 4.33889897 4.46019402
## 224 4.34642128 4.15667886 3.84913118 4.05706964 3.96708898 4.05252396
## 225 4.72832450 4.42972466 4.19061050 4.39070101 4.31351327 4.38022090
## 226 4.50543511 4.23471392 3.97051350 4.17371857 4.09353227 4.16558719
## 227 4.41614794 4.10256936 3.83414274 4.04752663 3.97199109 4.04445365
## 228 4.30383011 4.01191558 3.72135422 3.94085278 3.86237517 3.94238866
## 229 4.28290633 4.14168300 3.82709318 4.02693952 3.93117181 4.02029269
## 230 4.75347955 4.91579147 4.55899971 4.73736498 4.60514624 4.71255431
## 231 4.56492022 4.23207492 3.98568430 4.19566384 4.12131714 4.18788329
## 232 4.66899876 4.48828820 4.20440403 4.41015151 4.31563899 4.39611449
## 233 4.65607195 4.82000970 4.44300361 4.63727701 4.50068349 4.61430389
## 234 4.24919996 4.20264926 3.84029811 4.03776448 3.93990465 4.03698630
## 235 4.23221409 4.32369420 3.93218886 4.13293187 4.00843649 4.12220275
## 236 4.43507498 4.43558576 4.07932925 4.28374933 4.16977558 4.26972488
## 237 4.63168548 4.09436933 3.91613372 4.12708490 4.08002749 4.12835564
## 238 4.35566223 4.48149722 4.09598820 4.28850383 4.16090873 4.27199925
## 239 4.45954428 4.22078537 3.92557110 4.14105869 4.05593970 4.13870068
## 240 4.90147226 4.35393213 4.23467053 4.42138542 4.37548101 4.41163696
## 241 4.93317548 4.29643892 4.20112492 4.39451446 4.35907026 4.38774630
## 242 4.41165796 4.12110631 3.89654248 4.08010690 4.00138392 4.06529436
## 243 4.27064977 4.08612000 3.82002804 4.00971471 3.91324625 3.98965926
## 244 4.37518870 4.05833466 3.84647745 4.02564153 3.95135288 4.01046548
## 245 4.79793224 4.34580610 4.19368475 4.37908227 4.31997370 4.36538438
## 246 4.30144249 4.01990738 3.78556890 3.97280780 3.89098278 3.95760152
## 247 4.36756710 4.10630120 3.86840124 4.05301195 3.97029684 4.03845801
## 248 4.56814843 4.56743969 4.22297909 4.42389251 4.30989628 4.40701210
## 249 4.44663995 4.13055263 3.91694316 4.09946315 4.02452110 4.08461631
## 250 4.35041400 3.99826579 3.78603386 3.97597497 3.90292925 3.96325083
## 251 4.32009993 3.98231763 3.76756080 3.95354379 3.87990064 3.94100593
## 252 4.27604267 4.10782282 3.84263708 4.02424402 3.92886296 4.00470420
## 253 5.15746884 4.92286930 4.73846836 4.90021501 4.81911664 4.87596332
## 254 5.14297214 4.91565353 4.73553440 4.89040945 4.81065706 4.86554710
## 255 5.17547105 4.98737794 4.79305140 4.94894297 4.86416594 4.92377387
## 256 4.40822818 4.12173192 3.89711320 4.08022652 4.00078100 4.06456809
## 257 4.32313534 4.08310924 3.84207775 4.02367826 3.93812263 4.00686286
## 258 4.35843090 4.12339063 3.87862187 4.06202211 3.97593896 4.04617296
## 259 4.32567778 4.04844771 3.81739617 3.99865172 3.91897950 3.98505375
## 260 4.40980176 4.12472011 3.89680483 4.08226037 4.00209531 4.06675871
## 261 4.35837127 4.12431195 3.87927435 4.06270466 3.97648359 4.04621921
## 262 4.35800412 4.20500499 3.93517918 4.12209899 4.02257170 4.10139536
## 263 4.93328278 4.36084826 4.25567657 4.43926370 4.39735431 4.42921688
## 264 4.31600576 4.24538687 3.95751600 4.13160825 4.02634480 4.10991837
## 265 5.21073694 4.97705378 4.78437797 4.95484407 4.87099950 4.93165941
## 266 4.32129288 4.08370636 3.82933517 4.02545935 3.93445714 4.00830928
## 267 4.87568789 4.26892815 4.15513219 4.35857939 4.31456762 4.34995104
## 268 5.00625367 4.38550808 4.28789295 4.48369982 4.44428451 4.47530219
## 269 4.86558028 4.26800124 4.15451257 4.35022027 4.30862403 4.34409535
## 270 4.80510472 4.23595397 4.11577452 4.30861319 4.26319626 4.30025163
## 271 4.75347955 4.91579147 4.55899971 4.73736498 4.60514624 4.71255431
## 272 2.56175327 3.27238530 2.72330858 2.81697838 2.64619992 2.81732441
## 273 2.51694047 3.15367359 2.60730125 2.70722348 2.54509292 2.71465261
## 274 2.43470207 3.11349461 2.55619392 2.65417506 2.48484497 2.65737408
## 275 2.56761958 3.13870935 2.59768749 2.70967378 2.55178069 2.71835648
## 276 2.42232647 2.92864688 2.39618027 2.50448562 2.35230754 2.51406766
## 277 2.50755623 3.39169615 2.80171143 2.89127237 2.70272821 2.88739996
## 278 2.54578378 3.44203072 2.86432777 2.93661241 2.75721544 2.93965915
## 279 2.69586741 3.39995939 2.84938357 2.94772980 2.78200692 2.95495325
## 280 2.44346796 3.23519908 2.67226189 2.75502798 2.57739503 2.75377979
## 281 2.67800912 3.10076163 2.60227136 2.71988764 2.57650251 2.72818983
## 282 2.59880799 3.21585174 2.67635950 2.78212643 2.62001257 2.78769068
## 283 2.49277792 3.05512953 2.51339014 2.62978595 2.46639356 2.63233693
## 284 2.61765545 3.37223410 2.81269665 2.90946305 2.73350999 2.90839547
## 285 2.62254168 3.25380758 2.71008476 2.81492021 2.65270447 2.82102211
## 286 2.61146904 3.39244292 2.83102189 2.92242321 2.74602522 2.92210551
## 287 2.64477747 3.27039362 2.73225702 2.83114674 2.67460606 2.84222347
## 288 2.48163860 3.22284703 2.66572611 2.75148721 2.58065167 2.75393680
## 289 2.50199953 3.24905083 2.68491145 2.77797847 2.60439753 2.78040300
## 290 2.44396097 3.22525389 2.65204635 2.74446958 2.56497105 2.74326210
## 291 2.35719454 3.02248861 2.46196814 2.56362552 2.39095411 2.56310833
## 292 2.59890462 3.26946686 2.71701759 2.82705504 2.65472137 2.82619223
## 293 2.58377383 3.19953643 2.65441790 2.76513478 2.60100454 2.76997087
## 294 2.53598669 3.20496793 2.65210988 2.75455188 2.58673600 2.75856126
## 295 2.50767124 3.13475809 2.58246841 2.69014201 2.52543201 2.69583065
## 296 2.68282415 3.63053774 3.04691292 3.12320905 2.93705865 3.12252301
## 297 2.58682643 3.23823232 2.69129267 2.79293417 2.62881846 2.79834297
## 298 2.47858591 3.14519350 2.59044119 2.69142429 2.52370387 2.69593756
## 299 2.43485071 3.13553670 2.57401561 2.67509561 2.50015614 2.67410009
## 300 2.57723146 3.30350550 2.75104844 2.84086582 2.67253949 2.84524522
## 133 134 135 136 137 138
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## 134 0.26938365
## 135 0.46233051 0.24611403
## 136 0.18134954 0.23858146 0.40507471
## 137 0.19636475 0.21066210 0.36913552 0.07142408
## 138 0.70320148 0.52553887 0.52234310 0.75402567 0.72241908
## 139 0.37084213 0.22435370 0.34002632 0.39652305 0.35339895 0.41570142
## 140 0.26778959 0.28012194 0.40560167 0.12177113 0.08678839 0.79082119
## 141 0.45922583 0.29047393 0.46090861 0.42287757 0.41284095 0.53418928
## 142 0.21482762 0.09075209 0.30039929 0.22936408 0.19308069 0.53527657
## 143 0.54538651 0.44565148 0.49197916 0.64105329 0.61269805 0.24116241
## 144 0.30827395 0.25791908 0.45679160 0.22099248 0.25268690 0.71310398
## 145 0.31094630 0.48072383 0.61685038 0.24866790 0.28041493 0.98408773
## 146 0.61493368 0.39589985 0.31533196 0.62673637 0.59389383 0.24653259
## 147 0.82887140 0.98102161 1.11545949 0.75021078 0.79102213 1.49624263
## 148 0.21942014 0.32556500 0.48233608 0.08801872 0.13991783 0.83801324
## 149 0.19636475 0.21066210 0.36913552 0.07142408 0.00000000 0.72241908
## 150 1.85211816 1.94466842 2.15298923 1.90076040 1.89881016 2.04768431
## 151 1.65556414 1.72251407 1.91584218 1.69157707 1.68619803 1.81339401
## 152 1.85141290 1.98816733 2.20983999 1.92188749 1.93106910 2.11481248
## 153 1.72287033 1.85159288 2.07385144 1.79236924 1.79926388 1.97469451
## 154 1.58080556 1.70677922 1.92814417 1.65761568 1.66496868 1.81191055
## 155 1.83758555 1.98788481 2.21381024 1.91024159 1.92273176 2.13629691
## 156 1.72854234 1.81905658 2.02493425 1.79268364 1.79043515 1.87970104
## 157 1.77741659 1.88486310 2.09245992 1.84831691 1.84708313 1.95665306
## 158 1.78838343 1.87881390 2.08357335 1.85341510 1.85143446 1.93262970
## 159 1.94437216 2.07187927 2.29410948 2.01999822 2.02485140 2.17010491
## 160 1.79637651 1.89985545 2.08751081 1.84588635 1.84525247 2.00409370
## 161 1.81238884 1.94034598 2.15341304 1.85748321 1.86260511 2.11541421
## 162 1.88991683 2.00171090 2.21562209 1.95922653 1.96103930 2.08356201
## 163 1.87355300 1.97535445 2.18125458 1.92630508 1.92732326 2.07678700
## 164 1.70199563 1.79298607 2.00024907 1.75440539 1.75554906 1.88483908
## 165 1.86329555 1.98582381 2.20117205 1.92168581 1.92440837 2.11826633
## 166 1.79005350 1.80117749 1.96927356 1.83091866 1.81467044 1.76418222
## 167 2.01724767 2.11890941 2.33183842 2.07473023 2.07447924 2.21079548
## 168 1.66444861 1.74564948 1.94907590 1.72426629 1.72089080 1.80340752
## 169 1.70444131 1.78586453 1.98819639 1.74567919 1.74199505 1.89187008
## 170 1.99576456 2.11116290 2.32413579 2.06018985 2.06176829 2.20787980
## 171 1.65236944 1.75320023 1.96498595 1.71660822 1.71737201 1.83852281
## 172 1.73908248 1.84115586 2.05315223 1.80060783 1.80127371 1.93193248
## 173 1.87055583 1.99426021 2.21200498 1.93401254 1.93794880 2.11608909
## 174 1.45327968 1.56718215 1.78792985 1.52679143 1.53041089 1.67022144
## 175 1.74582589 1.83375601 2.04272247 1.81811663 1.81654970 1.86982080
## 176 1.79446116 1.83169651 2.01427479 1.83578962 1.82589752 1.84419889
## 177 1.78999726 1.86530396 2.06261485 1.83340272 1.82912760 1.94654240
## 178 1.74238797 1.77218218 1.93877474 1.78216688 1.76746311 1.77089666
## 179 1.69149406 1.77652750 1.97644358 1.73374618 1.73133733 1.88287946
## 180 1.85141290 1.98816733 2.20983999 1.92188749 1.93106910 2.11481248
## 181 1.72287033 1.85159288 2.07385144 1.79236924 1.79926388 1.97469451
## 182 3.99433353 3.95944064 4.08406673 4.03214840 4.00479142 3.78266054
## 183 3.69128845 3.71202422 3.86825798 3.75159465 3.73341863 3.58439430
## 184 3.84900653 3.80077949 3.91826872 3.89139034 3.86457319 3.58318915
## 185 3.84172395 3.81923291 3.95335544 3.88697479 3.86338984 3.64593996
## 186 3.81525715 3.79837668 3.94066100 3.85923169 3.83743543 3.64300947
## 187 3.90744221 3.87647643 4.00472563 3.95129510 3.92495805 3.69138350
## 188 3.98762386 3.95694437 4.08845877 4.03433493 4.00934821 3.76443315
## 189 3.54165968 3.52370589 3.65680172 3.61379541 3.59138894 3.28479074
## 190 3.52571822 3.56582590 3.73724396 3.60096625 3.58840033 3.43959690
## 191 3.95820550 3.96454397 4.11968956 3.99515706 3.97697227 3.87395541
## 192 3.83269066 3.80963393 3.94012884 3.88474399 3.86077978 3.61388440
## 193 3.81688684 3.78506375 3.91030998 3.86610114 3.84037231 3.58072238
## 194 4.03839448 4.02387187 4.16307167 4.07705004 4.05311305 3.88615437
## 195 3.90340671 3.87126135 4.00035836 3.94405439 3.91798699 3.69365837
## 196 3.68245071 3.73988988 3.91753020 3.74878525 3.73685368 3.67194843
## 197 3.69367054 3.76049330 3.94248989 3.75835222 3.74991776 3.71343082
## 198 3.59758981 3.63994722 3.80962728 3.67027459 3.65756612 3.52240678
## 199 3.81225864 3.77870135 3.90434369 3.85950943 3.83533413 3.57515642
## 200 4.03470003 4.00742321 4.14200265 4.07417058 4.04929799 3.84324328
## 201 3.93993161 3.95341719 4.10803210 3.98085599 3.95979522 3.86824741
## 202 3.78338976 3.75722985 3.88936734 3.83105641 3.80689518 3.57063499
## 203 3.92532743 3.88826261 4.01386338 3.96588580 3.93910810 3.70054843
## 204 3.85543086 3.81756119 3.94213151 3.89781508 3.87078556 3.62344373
## 205 4.01634262 3.99860669 4.13652862 4.05496393 4.03085742 3.85482964
## 206 4.00756129 3.99187621 4.13168426 4.04722148 4.02406012 3.84887052
## 207 3.73190463 3.76740633 3.93540339 3.79407045 3.77921942 3.66610537
## 208 3.86034866 3.86118958 4.01245350 3.91157302 3.89207676 3.71982138
## 209 3.97285876 3.96435601 4.10736989 4.01993524 3.99763425 3.81437560
## 210 3.99920273 3.98451864 4.12433789 4.04530430 4.02205451 3.82512132
## 211 3.53319082 3.53393282 3.67665453 3.60958320 3.58947607 3.32066359
## 212 3.57741205 3.57648346 3.71998435 3.64716241 3.62595164 3.37970680
## 213 4.19918363 4.25266968 4.36735640 4.24978076 4.24868050 4.17606945
## 214 4.44448941 4.52497626 4.64341963 4.48847133 4.49437683 4.51601966
## 215 4.02203092 4.08626671 4.20608767 4.07926348 4.07937567 4.01509077
## 216 4.12800667 4.19528006 4.32090108 4.17425093 4.17476673 4.16080273
## 217 3.91246085 3.96129660 4.07515619 3.97721557 3.97148509 3.84097065
## 218 3.91539537 4.00063279 4.11588866 3.98552104 3.98175727 3.93703336
## 219 4.47627007 4.57334794 4.70222082 4.52237597 4.53006377 4.59293921
## 220 4.39240538 4.45984141 4.57472538 4.43461562 4.43741042 4.43067402
## 221 4.21767693 4.32058759 4.44428703 4.27864120 4.29040397 4.31179939
## 222 4.39679439 4.49004423 4.63261627 4.44152596 4.44568895 4.51180306
## 223 4.38573098 4.49542299 4.64323617 4.43346609 4.44174044 4.54143696
## 224 3.95475337 4.03176055 4.15404833 4.01714082 4.01870950 3.97237170
## 225 4.29632362 4.33861811 4.45306591 4.33690130 4.33336226 4.26821394
## 226 4.07882313 4.13357279 4.24699904 4.12717407 4.12472770 4.06694322
## 227 3.94852469 4.01027563 4.12067164 4.00768988 4.00735096 3.92742163
## 228 3.83343728 3.90892773 4.02720809 3.90501255 3.90807479 3.82173794
## 229 3.92254443 3.99879954 4.13226074 3.98061033 3.98140582 3.95363855
## 230 4.63741757 4.72120044 4.87009991 4.67444922 4.68056583 4.74565936
## 231 4.10081009 4.14969192 4.25666239 4.14903036 4.14759176 4.06980143
## 232 4.31233200 4.37382641 4.49271804 4.35813686 4.36098893 4.32500738
## 233 4.53057130 4.62788611 4.77556657 4.57919267 4.59179544 4.64515343
## 234 3.94614010 4.05209898 4.16220686 4.02048853 4.02135409 4.01568644
## 235 4.02431237 4.13568248 4.27763452 4.09256693 4.10280813 4.13045042
## 236 4.18675818 4.28215432 4.40194844 4.24529653 4.25326321 4.26496637
## 237 4.02732772 4.05122240 4.15906755 4.07650122 4.06939351 3.92351452
## 238 4.18852164 4.29251095 4.42886730 4.24507994 4.25279647 4.30167585
## 239 4.03544907 4.11052834 4.23065821 4.10170210 4.10485112 4.03506123
## 240 4.32491629 4.31382881 4.43283621 4.34425099 4.33568690 4.20816712
## 241 4.29828166 4.28018538 4.39140901 4.31974952 4.31044736 4.15279235
## 242 3.98319980 4.01121336 4.14289021 4.01023114 4.00557774 3.96212970
## 243 3.90952026 3.95320969 4.09002095 3.93852508 3.94018823 3.92811225
## 244 3.93227571 3.95369387 4.08204836 3.95510772 3.94850258 3.90449370
## 245 4.28242448 4.28217923 4.40625711 4.30112712 4.29487190 4.19955789
## 246 3.87345246 3.90537600 4.03934965 3.90251154 3.89977605 3.85910018
## 247 3.95393805 3.98786475 4.12306669 3.98385180 3.98030241 3.94288032
## 248 4.32927217 4.41691616 4.53652330 4.38077101 4.38726056 4.40249247
## 249 4.00512911 4.02842229 4.15596466 4.02990471 4.02398844 3.97563349
## 250 3.87575482 3.90002329 4.03133678 3.90535214 3.90151552 3.83732648
## 251 3.85355094 3.87825796 4.01204068 3.88258317 3.87793858 3.81967901
## 252 3.92683965 3.96920109 4.10698358 3.95374893 3.95263309 3.94881339
## 253 4.81130099 4.81763654 4.94971975 4.81558679 4.80971321 4.78827873
## 254 4.80502859 4.80839578 4.93907414 4.80572120 4.79815248 4.78463432
## 255 4.86199189 4.87151126 5.00516156 4.86500158 4.85841886 4.85256580
## 256 3.98404318 4.01152197 4.14262049 4.00981068 4.00530057 3.96473066
## 257 3.92629168 3.95962477 4.09513247 3.95273211 3.94942741 3.92375881
## 258 3.96336547 3.99938377 4.13555564 3.99237151 3.98936804 3.96094492
## 259 3.89964137 3.93033112 4.06703512 3.92858850 3.92380500 3.88395170
## 260 3.98562059 4.01500819 4.14539565 4.01282425 4.00885431 3.96709748
## 261 3.96571810 4.00154661 4.13525441 3.99381261 3.99059185 3.96437712
## 262 4.02101394 4.06612672 4.20649774 4.04945124 4.05134971 4.04544203
## 263 4.34511975 4.32772689 4.44400292 4.36097802 4.35123020 4.21993038
## 264 4.03488285 4.08555528 4.22906024 4.06096423 4.06031009 4.08418015
## 265 4.86038282 4.87212205 5.00760271 4.87029426 4.86700361 4.83607116
## 266 3.92122944 3.96262101 4.09971371 3.95438448 3.95670456 3.92133457
## 267 4.25563655 4.24561934 4.36252954 4.28110547 4.27726673 4.12226649
## 268 4.38414450 4.36684248 4.48217871 4.40520982 4.39846835 4.24213616
## 269 4.24760705 4.23741496 4.35851032 4.27381227 4.26698313 4.11454772
## 270 4.20718199 4.19771171 4.32018722 4.23046801 4.22401595 4.08536513
## 271 4.63741757 4.72120044 4.87009991 4.67444922 4.68056583 4.74565936
## 272 2.68865429 2.87474252 3.10414778 2.77786658 2.79524770 3.02809067
## 273 2.57276584 2.76370186 2.99347093 2.67374833 2.69250979 2.90002296
## 274 2.52290243 2.71532128 2.94424538 2.61892421 2.63800222 2.86635753
## 275 2.57389504 2.76212756 2.98787086 2.67744936 2.69513444 2.88207323
## 276 2.36921716 2.55161523 2.77850394 2.47026939 2.48591828 2.67369492
## 277 2.76767822 2.97336371 3.19890803 2.85914203 2.88089259 3.15352146
## 278 2.81125332 3.01839966 3.24945996 2.90819602 2.92976539 3.19711883
## 279 2.81375217 3.00862131 3.23828394 2.91606861 2.93582842 3.14440099
## 280 2.62803356 2.82128428 3.05355141 2.71638536 2.73636118 2.99527354
## 281 2.58562783 2.74931614 2.97265228 2.67944409 2.69091631 2.84555297
## 282 2.64741655 2.83301640 3.06203760 2.74531130 2.76352394 2.96305601
## 283 2.49573556 2.67804887 2.90319993 2.59062997 2.60864224 2.80739317
## 284 2.78178021 2.97275754 3.20037617 2.87203944 2.89065647 3.12847439
## 285 2.68295117 2.87059866 3.09661762 2.78157516 2.79814581 3.00035556
## 286 2.79486385 2.98804328 3.21726139 2.88589532 2.90497150 3.14814745
## 287 2.69613174 2.88653589 3.11567641 2.80087570 2.81833331 3.01094624
## 288 2.62469891 2.81679159 3.04625784 2.71690491 2.73418633 2.97762893
## 289 2.64829549 2.84487499 3.07406828 2.74422927 2.76405416 3.00231382
## 290 2.61800038 2.81566695 3.04304185 2.70974438 2.72954978 2.98407753
## 291 2.43454161 2.62409810 2.85089060 2.52548033 2.54410187 2.78127154
## 292 2.69614099 2.88281861 3.10845594 2.78772000 2.80670780 3.02487564
## 293 2.63024569 2.81792914 3.04510850 2.72905097 2.74813579 2.94745833
## 294 2.62166708 2.81308965 3.04166597 2.71936659 2.73864939 2.95499419
## 295 2.55647088 2.74818025 2.97454106 2.65705553 2.67583150 2.88280170
## 296 2.99836925 3.20620196 3.43690855 3.09238291 3.11524193 3.38789715
## 297 2.66143512 2.85033899 3.07741182 2.75918335 2.77621869 2.98623900
## 298 2.55792215 2.75076627 2.98018703 2.65654268 2.67650313 2.89544446
## 299 2.54528283 2.73627478 2.96422277 2.63652935 2.65628500 2.89354523
## 300 2.71113957 2.90330795 3.13350923 2.80682051 2.82487726 3.05396897
## 139 140 141 142 143 144
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## 140 0.41496344
## 141 0.31366172 0.46304592
## 142 0.19098407 0.26911769 0.32274127
## 143 0.35406438 0.68815405 0.54282681 0.42542902
## 144 0.40827717 0.29621389 0.26883827 0.28785511 0.64893701
## 145 0.61128841 0.25272439 0.65022676 0.45289784 0.84182718 0.42158754
## 146 0.37814960 0.65312423 0.49389656 0.43338398 0.30631484 0.61242714
## 147 1.12106825 0.74231585 1.06111770 0.96948629 1.36851994 0.81939949
## 148 0.47150253 0.14338589 0.48407292 0.31217769 0.72059573 0.25748617
## 149 0.35339895 0.08678839 0.41284095 0.19308069 0.61269805 0.25268690
## 150 1.84180427 1.90925506 1.78863818 1.88963398 1.99939922 1.84381597
## 151 1.60697543 1.69691566 1.55417139 1.67210500 1.78694819 1.62700331
## 152 1.90322403 1.94835345 1.85886113 1.92844059 2.03319647 1.87530295
## 153 1.76533124 1.81694718 1.71880936 1.79233678 1.89586679 1.74329771
## 154 1.61568696 1.68868387 1.57328580 1.64765258 1.73409030 1.60447652
## 155 1.91466331 1.93923203 1.86932284 1.92754168 2.04285697 1.86891937
## 156 1.70233525 1.81082838 1.66392895 1.76221280 1.83278011 1.73301694
## 157 1.77001029 1.86679776 1.74621411 1.82378085 1.89532917 1.80138060
## 158 1.76008269 1.87239568 1.72256463 1.82202540 1.88750976 1.79301851
## 159 1.98002287 2.04353533 1.93885915 2.01103631 2.09173306 1.97236198
## 160 1.78095371 1.85701913 1.76622647 1.84176843 1.95457535 1.80692804
## 161 1.86015439 1.86608304 1.81345954 1.88234100 2.04006241 1.82058811
## 162 1.89674536 1.97978636 1.85789353 1.94239441 2.02060348 1.90664029
## 163 1.86916336 1.94028939 1.82403770 1.91926811 2.02594234 1.87158002
## 164 1.68701285 1.77212322 1.63138571 1.73977308 1.84076135 1.68895676
## 165 1.89409184 1.93460042 1.85342275 1.92589389 2.04537569 1.88008399
## 166 1.65059616 1.83571403 1.60656049 1.75711739 1.78501302 1.74785985
## 167 2.01727651 2.08737121 1.96595473 2.06216471 2.15626250 2.01862396
## 168 1.62704349 1.74121988 1.58433913 1.69068247 1.76346426 1.66024238
## 169 1.67927896 1.75156223 1.62547715 1.73286144 1.85187018 1.68632697
## 170 2.00853966 2.07631406 1.97055917 2.05131028 2.14317164 2.01253625
## 171 1.64699079 1.73704989 1.60311833 1.69618202 1.78219846 1.65832666
## 172 1.73666909 1.81852459 1.69096103 1.78411403 1.87560104 1.74370960
## 173 1.90238665 1.95129448 1.85978220 1.93445660 2.04259125 1.88872342
## 174 1.47343933 1.55359878 1.42965814 1.50860200 1.59682406 1.47186895
## 175 1.71655176 1.84198614 1.67446440 1.77756499 1.82384830 1.75197816
## 176 1.69638131 1.84421239 1.64254007 1.78519719 1.84525355 1.75548688
## 177 1.74942934 1.84128728 1.69992086 1.81271768 1.91477987 1.77090034
## 178 1.62146311 1.78498783 1.59525752 1.72377965 1.77715846 1.71429974
## 179 1.66746629 1.74197610 1.61880363 1.72310432 1.84240263 1.67592076
## 180 1.90322403 1.94835345 1.85886113 1.92844059 2.03319647 1.87530295
## 181 1.76533124 1.81694718 1.71880936 1.79233678 1.89586679 1.74329771
## 182 3.78323020 4.02447683 3.75363633 3.92235006 3.85870218 3.94338659
## 183 3.54210021 3.75695488 3.52391550 3.66282770 3.61448074 3.67608804
## 184 3.62141992 3.89103848 3.58914074 3.76773667 3.67258800 3.79271751
## 185 3.64434975 3.88666297 3.61244420 3.78031726 3.71374209 3.79566613
## 186 3.62985448 3.85939745 3.58814488 3.75936021 3.70565958 3.76545059
## 187 3.69957903 3.94757514 3.67145449 3.83836035 3.76406248 3.86162455
## 188 3.78208040 4.03410376 3.74819682 3.91961075 3.83768676 3.93990729
## 189 3.34077219 3.62894661 3.33039412 3.48215107 3.34608627 3.52368504
## 190 3.40370599 3.61832036 3.38173909 3.51417165 3.45263543 3.52297522
## 191 3.80703278 3.99110523 3.75887161 3.92207075 3.91800820 3.90917912
## 192 3.62953746 3.88783804 3.60714027 3.76992522 3.68240636 3.79486758
## 193 3.60399878 3.86697828 3.58142407 3.74703558 3.65563662 3.77522353
## 194 3.85463119 4.06987976 3.81993812 3.98311471 3.94555295 3.99193941
## 195 3.69673965 3.93930537 3.66352897 3.83403168 3.76746155 3.85267768
## 196 3.58543498 3.75738544 3.56483065 3.68457421 3.66986806 3.68364578
## 197 3.61188276 3.76959792 3.58542633 3.70529393 3.70620878 3.69244382
## 198 3.47662253 3.68559940 3.45779338 3.58762065 3.53478193 3.59543950
## 199 3.59951936 3.86257392 3.56973332 3.74248034 3.65377038 3.76347379
## 200 3.83706931 4.06913312 3.79764124 3.96983925 3.91318834 3.98181486
## 201 3.79255014 3.97191722 3.76169087 3.90642093 3.90172890 3.90831127
## 202 3.58073216 3.83206395 3.55073359 3.71879272 3.64085767 3.73871170
## 203 3.71238413 3.96122440 3.67989333 3.85205359 3.77855528 3.87328534
## 204 3.64025380 3.89402913 3.61042742 3.78119905 3.70177192 3.80560087
## 205 3.82894688 4.04837566 3.79304136 3.95868416 3.91703434 3.96795762
## 206 3.82287009 4.04229023 3.78519146 3.95191571 3.91015183 3.95885993
## 207 3.60618319 3.80158657 3.58055451 3.71643337 3.68365249 3.71928647
## 208 3.69377406 3.91471058 3.65798664 3.81789412 3.76777369 3.82362081
## 209 3.79314325 4.01861402 3.76189157 3.92211519 3.86959565 3.93388955
## 210 3.81239498 4.04344932 3.78022499 3.94357520 3.88528339 3.95733636
## 211 3.35290030 3.62596679 3.34696703 3.48798203 3.36619975 3.52603434
## 212 3.39694029 3.65841659 3.38664136 3.53071002 3.42632631 3.56438759
## 213 4.09314229 4.27416556 4.10679407 4.20905612 4.19889789 4.19354167
## 214 4.38598202 4.51359729 4.39756796 4.48055470 4.51694464 4.44481428
## 215 3.92809933 4.10637295 3.94786042 4.03992069 4.02722462 4.02789665
## 216 4.04395674 4.19490331 4.05151733 4.14924820 4.17104738 4.12293127
## 217 3.78786694 4.00270563 3.82017421 3.91381029 3.86329859 3.92483810
## 218 3.83517881 4.00741463 3.89796473 3.94451724 3.92358822 3.96494930
## 219 4.44086086 4.54663512 4.45273570 4.52541135 4.57862577 4.48569338
## 220 4.31338414 4.45720378 4.32386455 4.41656555 4.44268379 4.38595415
## 221 4.19042876 4.31676549 4.21277514 4.27358390 4.29182700 4.24191385
## 222 4.35303212 4.45938544 4.35415088 4.43973140 4.49929544 4.39942744
## 223 4.36853723 4.45523025 4.37013945 4.44382797 4.51480550 4.39695169
## 224 3.87646091 4.04603988 3.90506787 3.98266246 3.97216271 3.97393616
## 225 4.17822114 4.35452011 4.18102865 4.29696566 4.30097445 4.27551720
## 226 3.97308224 4.14784944 3.99196740 4.08870491 4.08713760 4.07630308
## 227 3.84981501 4.03620526 3.88053157 3.96448993 3.94077830 3.96061514
## 228 3.75269692 3.94204196 3.78656007 3.86098805 3.82227516 3.85916034
## 229 3.84499859 4.00555557 3.85957128 3.94916520 3.95416703 3.93175890
## 230 4.59057838 4.69348806 4.56482916 4.67566981 4.74437894 4.61572504
## 231 3.98972670 4.17320724 4.00746168 4.10761197 4.09625899 4.09424005
## 232 4.22486201 4.38428448 4.22767522 4.33166553 4.34291356 4.30028974
## 233 4.50478595 4.61225239 4.48410055 4.58315971 4.63402240 4.52090639
## 234 3.89839126 4.04702728 3.97589752 3.99449833 3.98299731 4.01541952
## 235 4.00223427 4.12909210 4.02097701 4.08362096 4.10131492 4.05498737
## 236 4.14386737 4.27792236 4.17226226 4.23419047 4.25057416 4.21071423
## 237 3.87880137 4.09796358 3.88710996 4.01116345 3.97052673 4.00724760
## 238 4.15734113 4.27310532 4.17446172 4.24147995 4.27961313 4.20956834
## 239 3.95597319 4.13590659 3.98309369 4.06310511 4.03762518 4.05416804
## 240 4.15638312 4.35484653 4.09930273 4.28546077 4.28700437 4.24066427
## 241 4.11859694 4.33248967 4.06701409 4.25322829 4.23820765 4.21506310
## 242 3.85897213 4.02153794 3.82266003 3.97352186 4.00573363 3.92922763
## 243 3.81226156 3.95757895 3.77063582 3.91601970 3.96065724 3.85742528
## 244 3.79997084 3.96263956 3.76345295 3.91679778 3.95256412 3.87430297
## 245 4.12962139 4.31241173 4.07138262 4.25245971 4.26956336 4.20067327
## 246 3.75576526 3.91725330 3.71744346 3.86787927 3.89990676 3.82010000
## 247 3.83693255 3.99695317 3.80147068 3.94901799 3.98147427 3.90404929
## 248 4.27704170 4.40908401 4.29752659 4.37034578 4.39604441 4.34173273
## 249 3.87428800 4.03921472 3.83984495 3.99137606 4.02300391 3.94948537
## 250 3.74727448 3.92061851 3.70770481 3.86379904 3.88482432 3.81899617
## 251 3.72541497 3.89588292 3.68503895 3.84126531 3.86583910 3.79697766
## 252 3.82524256 3.96707798 3.78684068 3.93026686 3.98061192 3.87660681
## 253 4.67784590 4.81671437 4.60426667 4.78795717 4.85149108 4.71825069
## 254 4.66862213 4.80265321 4.59552029 4.77867871 4.84870345 4.71058164
## 255 4.73249808 4.86316044 4.66097857 4.84050130 4.91189475 4.77167351
## 256 3.86005922 4.02084122 3.82269457 3.97424880 4.00891253 3.92853789
## 257 3.81123461 3.96449645 3.77198018 3.92151276 3.96272363 3.87234417
## 258 3.85021900 4.00530192 3.81364235 3.96046893 3.99785190 3.91315173
## 259 3.77850020 3.93979690 3.74072447 3.89146348 3.92424275 3.84749339
## 260 3.86340777 4.02514470 3.82835054 3.97750050 4.01002843 3.93251365
## 261 3.85195167 4.00606479 3.81802207 3.96267179 4.00144698 3.91639091
## 262 3.92682319 4.06788324 3.88089322 4.02874419 4.07701932 3.96703413
## 263 4.17015979 4.36930057 4.11046188 4.30070394 4.30363260 4.25579606
## 264 3.94533271 4.07193178 3.90601536 4.04469623 4.10821681 3.98792804
## 265 4.73311957 4.87749851 4.65814343 4.84225803 4.89682912 4.76989179
## 266 3.82028948 3.97743681 3.77698647 3.92621707 3.95672635 3.86875727
## 267 4.09194799 4.30318632 4.03037225 4.22035049 4.20363636 4.16953334
## 268 4.21067142 4.42163261 4.14774767 4.34178351 4.32851875 4.29371214
## 269 4.07954891 4.29090593 4.02117996 4.20948792 4.19373468 4.16554136
## 270 4.04238063 4.24639493 3.98031987 4.17014886 4.16376386 4.12185376
## 271 4.59057838 4.69348806 4.56482916 4.67566981 4.74437894 4.61572504
## 272 2.81533393 2.81072060 2.78876624 2.80891623 2.90485517 2.75927289
## 273 2.70543163 2.71395267 2.68589041 2.69711069 2.76991475 2.65621573
## 274 2.65845036 2.65687028 2.63808567 2.64886761 2.73652568 2.60330356
## 275 2.69400481 2.71869080 2.68251946 2.69455670 2.75630140 2.65977566
## 276 2.48193853 2.50858514 2.46814854 2.48410894 2.55069708 2.45094102
## 277 2.92506688 2.89511284 2.91026870 2.90629786 3.01464605 2.85500159
## 278 2.98101265 2.94488771 2.96149926 2.95166224 3.04966208 2.90501058
## 279 2.95245548 2.95708322 2.93390828 2.94184411 3.01154867 2.90047461
## 280 2.77498311 2.75059042 2.74302429 2.75653913 2.86390963 2.70037929
## 281 2.66338446 2.71230464 2.64441839 2.68297735 2.74254695 2.64993554
## 282 2.76960568 2.78466897 2.74661478 2.76710609 2.84016818 2.72307962
## 283 2.60847367 2.63005616 2.58790227 2.61247706 2.69040117 2.56675524
## 284 2.91361474 2.90630285 2.89119196 2.90647041 3.00274057 2.85645380
## 285 2.80269919 2.81814545 2.78989338 2.80265811 2.87538648 2.76606521
## 286 2.93319935 2.92033700 2.90937430 2.92182600 3.01897937 2.87149292
## 287 2.82524970 2.84068803 2.81085413 2.81882311 2.87967868 2.78539490
## 288 2.76171173 2.74923304 2.74159991 2.74959504 2.84615254 2.70559227
## 289 2.79178537 2.78178865 2.77200186 2.77820582 2.86867929 2.73171700
## 290 2.76232240 2.74503866 2.74387143 2.74886672 2.85105934 2.69974248
## 291 2.56392004 2.56138066 2.54314555 2.55798246 2.65614665 2.50906253
## 292 2.81771494 2.82527813 2.79510020 2.81732284 2.90532721 2.76666085
## 293 2.75335817 2.77012994 2.73371737 2.75183263 2.82410433 2.70798226
## 294 2.75388419 2.75880140 2.73350863 2.74677489 2.82699160 2.70168733
## 295 2.68484436 2.69751634 2.67110030 2.68094882 2.75454309 2.64124752
## 296 3.16856236 3.12954226 3.14547971 3.14023135 3.24312489 3.08693900
## 297 2.78560414 2.79557910 2.77058200 2.78270950 2.85973673 2.74391985
## 298 2.69450110 2.69716238 2.67311823 2.68472140 2.76534717 2.63896229
## 299 2.67885187 2.67376045 2.65461785 2.67080108 2.76777678 2.61858876
## 300 2.84783445 2.84214644 2.82675274 2.83642046 2.92268281 2.79288417
## 145 146 147 148 149 150
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## 145
## 146 0.85832089
## 147 0.54867548 1.36846965
## 148 0.17488378 0.71353809 0.66686584
## 149 0.28041493 0.59389383 0.79102213 0.13991783
## 150 1.89569040 2.16574732 1.93105031 1.88318085 1.89881016
## 151 1.70916024 1.93110124 1.78920896 1.67861108 1.68619803 0.33546016
## 152 1.89124340 2.22921343 1.89850255 1.89658923 1.93106910 0.40383498
## 153 1.77039756 2.08866107 1.79868820 1.77032775 1.79926388 0.34627553
## 154 1.64930206 1.93222342 1.71781159 1.63987546 1.66496868 0.44774022
## 155 1.86665120 2.24195881 1.85116341 1.88110337 1.92273176 0.51180196
## 156 1.80628180 2.01509845 1.90147954 1.78208438 1.79043515 0.25453656
## 157 1.84699085 2.08946041 1.93025077 1.83430571 1.84708313 0.27215716
## 158 1.86734242 2.07129299 1.96086395 1.84287274 1.85143446 0.25863639
## 159 1.99866591 2.29455843 2.02561448 2.00037709 2.02485140 0.39309350
## 160 1.83421915 2.12120864 1.89433270 1.82394344 1.84525247 0.47424302
## 161 1.81179461 2.20704679 1.77783284 1.82562898 1.86260511 0.33265761
## 162 1.95158916 2.21388636 2.00361498 1.94255625 1.96103930 0.25527785
## 163 1.91761547 2.19800021 1.95340478 1.90629887 1.92732326 0.18649242
## 164 1.76164629 2.00804496 1.82545508 1.73875770 1.75554906 0.23826717
## 165 1.89159052 2.22793997 1.89750788 1.89716078 1.92440837 0.23381813
## 166 1.90426346 1.92112240 2.08204764 1.83943079 1.81467044 0.65941931
## 167 2.06480734 2.33566495 2.08984612 2.05684443 2.07447924 0.20891735
## 168 1.74570895 1.93829938 1.85210369 1.71556416 1.72089080 0.29594345
## 169 1.74958379 2.00604158 1.80482062 1.72961377 1.74199505 0.19363468
## 170 2.04207138 2.33280378 2.06878081 2.03998953 2.06176829 0.26815224
## 171 1.72163610 1.96497478 1.80158899 1.70265086 1.71737201 0.27545846
## 172 1.79984745 2.05670173 1.86172868 1.78485349 1.80127371 0.19233886
## 173 1.90795557 2.23074909 1.92150057 1.91097363 1.93794880 0.25915371
## 174 1.52926181 1.78862739 1.62340531 1.51316338 1.53041089 0.47725424
## 175 1.84119149 2.01479073 1.95267963 1.81167522 1.81654970 0.34180511
## 176 1.88612796 1.98903512 2.01667536 1.83488044 1.82589752 0.47113970
## 177 1.84530339 2.07097098 1.91382895 1.81997268 1.82912760 0.21756176
## 178 1.83719045 1.91695329 1.99988759 1.78364166 1.76746311 0.60768946
## 179 1.73658631 1.99783604 1.79498589 1.71650889 1.73133733 0.24488652
## 180 1.89124340 2.22921343 1.89850255 1.89658923 1.93106910 0.40383498
## 181 1.77039756 2.08866107 1.79868820 1.77032775 1.79926388 0.34627553
## 182 4.12762615 3.97376803 4.30845994 4.05247126 4.00479142 2.56038310
## 183 3.81320386 3.77845610 3.95767613 3.76050861 3.73341863 2.07862739
## 184 4.00613448 3.78470263 4.22180678 3.91811677 3.86457319 2.53071864
## 185 3.97919361 3.84225394 4.15666569 3.90546547 3.86338984 2.37208794
## 186 3.94566078 3.83558509 4.10398443 3.87521934 3.83743543 2.29563277
## 187 4.04836567 3.88754187 4.23707253 3.97256107 3.92495805 2.47667379
## 188 4.13418125 3.96407473 4.32330388 4.05644600 4.00934821 2.55188980
## 189 3.72321113 3.50453117 3.96600705 3.64146681 3.59138894 2.24522337
## 190 3.65792355 3.63930941 3.80043956 3.60878441 3.58840033 1.90750232
## 191 4.05298065 4.05054758 4.14855966 3.99984573 3.97697227 2.29289170
## 192 3.98271398 3.81760441 4.18198930 3.90607430 3.86077978 2.41014537
## 193 3.96960281 3.78374300 4.17752834 3.88962177 3.84037231 2.43441097
## 194 4.15375311 4.07142674 4.29633697 4.09021708 4.05311305 2.48283905
## 195 4.04013475 3.88692913 4.22107741 3.96448721 3.91798699 2.46252284
## 196 3.77847079 3.85412590 3.86715084 3.74695827 3.73685368 1.94421795
## 197 3.77950468 3.89079854 3.84562979 3.75216131 3.74991776 1.93116271
## 198 3.72263970 3.71952783 3.85731375 3.67613992 3.65756612 1.95904169
## 199 3.96521782 3.77823299 4.16929841 3.88264905 3.83533413 2.43181284
## 200 4.16447775 4.03382990 4.32780063 4.09228645 4.04929799 2.54286366
## 201 4.03035276 4.04279329 4.13000212 3.98510674 3.95979522 2.26807200
## 202 3.92866210 3.77026487 4.11927158 3.85192000 3.80689518 2.35053750
## 203 4.06652864 3.89536041 4.25598988 3.98804061 3.93910810 2.51361751
## 204 4.00071830 3.82016700 4.19810297 3.92105279 3.87078556 2.46449869
## 205 4.13512169 4.04132826 4.28299256 4.06927880 4.03085742 2.47712531
## 206 4.12699063 4.03631767 4.27297282 4.06109423 4.02406012 2.45952075
## 207 3.84295656 3.85542399 3.95856327 3.79835372 3.77921942 2.04735520
## 208 3.98612787 3.91351863 4.13149518 3.92391128 3.89207676 2.27450346
## 209 4.09858849 4.00705470 4.25228561 4.03410773 3.99763425 2.41838989
## 210 4.12895335 4.01887840 4.29015014 4.06134441 4.02205451 2.47079076
## 211 3.70433558 3.53789850 3.92763064 3.63216135 3.58947607 2.15318920
## 212 3.73742586 3.59095997 3.94558197 3.66778838 3.62595164 2.14604184
## 213 4.28361554 4.34278233 4.39401021 4.24111956 4.24868050 3.00059206
## 214 4.48990288 4.65881378 4.53469332 4.46740568 4.49437683 3.28514039
## 215 4.10753038 4.18227712 4.21914137 4.06957161 4.07937567 2.83298247
## 216 4.18999043 4.31710312 4.26058419 4.15897956 4.17476673 2.84896375
## 217 4.02446222 4.02386399 4.18628637 3.97636949 3.97148509 2.73513758
## 218 3.99542626 4.10083536 4.12452466 3.97440272 3.98175727 2.78376047
## 219 4.50702481 4.73006372 4.52249375 4.49625360 4.53006377 3.26253115
## 220 4.44770866 4.57966330 4.51186793 4.41753647 4.43741042 3.21279389
## 221 4.27265885 4.45496486 4.32664795 4.25653609 4.29040397 3.18379354
## 222 4.42703258 4.65491290 4.43304246 4.41623370 4.44568895 3.00424069
## 223 4.40500967 4.67702270 4.38780467 4.40347872 4.44174044 3.02945189
## 224 4.03591302 4.13642487 4.14279139 4.00509631 4.01870950 2.79185345
## 225 4.37321100 4.43231194 4.47146699 4.32822496 4.33336226 3.02875003
## 226 4.15676062 4.22974378 4.26466124 4.11743854 4.12472770 2.87965867
## 227 4.03995148 4.09431335 4.17104590 3.99988701 4.00735096 2.85814884
## 228 3.93452318 3.99294266 4.07168539 3.89727021 3.90807479 2.77965890
## 229 3.99646752 4.11760539 4.08252046 3.96700246 3.98140582 2.62968008
## 230 4.66613704 4.88919892 4.65017849 4.64897697 4.68056583 3.17858121
## 231 4.18610488 4.23373952 4.30600160 4.14124925 4.14759176 2.97357433
## 232 4.38182074 4.48271122 4.46003642 4.34446969 4.36098893 3.10949872
## 233 4.57042005 4.78964012 4.56601240 4.55333003 4.59179544 3.22041286
## 234 4.01216452 4.16558011 4.12666659 4.00395752 4.02135409 2.96173038
## 235 4.08233298 4.28156289 4.13061250 4.07036619 4.10280813 2.83860293
## 236 4.24324359 4.41083918 4.30901212 4.22503256 4.25326321 3.12031785
## 237 4.13855709 4.10474238 4.29476922 4.07807254 4.06939351 2.82904930
## 238 4.23121878 4.44602680 4.26309228 4.22080906 4.25279647 2.96083121
## 239 4.12695550 4.20334195 4.24514826 4.09171929 4.10485112 2.92014187
## 240 4.41949018 4.37978249 4.52119541 4.34615545 4.33568690 2.94159008
## 241 4.40409435 4.32870898 4.52865847 4.32501333 4.31044736 2.98390672
## 242 4.05191231 4.12271546 4.11916897 4.00141037 4.00557774 2.55076732
## 243 3.96969360 4.08194466 4.01420043 3.92461020 3.94018823 2.52677493
## 244 3.99922532 4.06307543 4.06935116 3.94718873 3.94850258 2.50403124
## 245 4.36586186 4.36577911 4.44722113 4.29883341 4.29487190 2.87642357
## 246 3.94355219 4.01953479 4.00994312 3.89305533 3.89977605 2.46017545
## 247 4.02218167 4.10384281 4.08590437 3.97402517 3.98030241 2.51095684
## 248 4.38066131 4.54786733 4.43668492 4.36028116 4.38726056 3.20202174
## 249 4.07393965 4.13563841 4.14591669 4.02194235 4.02398844 2.58814860
## 250 3.95469797 4.00223297 4.03529235 3.89884601 3.90151552 2.47666439
## 251 3.93020985 3.98404343 4.00706842 3.87577959 3.87793858 2.42252212
## 252 3.98200578 4.10168669 4.02319458 3.93967549 3.95263309 2.48899779
## 253 4.85902822 4.93713303 4.87462395 4.80518483 4.80971321 3.28989970
## 254 4.84774550 4.93016529 4.85966858 4.79519712 4.79815248 3.27568708
## 255 4.90268881 4.99840620 4.90864686 4.85307233 4.85841886 3.31601197
## 256 4.05119105 4.12407644 4.11623353 4.00067829 4.00530057 2.55642630
## 257 3.98913286 4.08101823 4.04429533 3.94178414 3.94942741 2.48037697
## 258 4.02795801 4.11989972 4.08501475 3.98142404 3.98936804 2.51568943
## 259 3.96882325 4.04561569 4.03414503 3.91966698 3.92380500 2.43197565
## 260 4.05373041 4.12684433 4.12074276 4.00353433 4.00885431 2.57307408
## 261 4.02868272 4.12193713 4.08646613 3.98258706 3.99059185 2.53499639
## 262 4.07824154 4.19911482 4.11268630 4.03467864 4.05134971 2.59802243
## 263 4.43925329 4.39019751 4.54228887 4.36385155 4.35123020 2.96915225
## 264 4.07856894 4.23273815 4.09770614 4.04357210 4.06031009 2.54125193
## 265 4.91472788 4.98963308 4.93294465 4.85986658 4.86700361 3.34303362
## 266 3.99230584 4.08105861 4.04953658 3.94280187 3.95670456 2.55520049
## 267 4.36473773 4.29879123 4.48087159 4.28469481 4.27726673 2.97411804
## 268 4.49038878 4.41796393 4.60487860 4.40977974 4.39846835 3.06298603
## 269 4.35544177 4.29325282 4.47163930 4.27796979 4.26698313 2.89298277
## 270 4.30936404 4.26053623 4.41614942 4.23324800 4.22401595 2.84227726
## 271 4.66613704 4.88919892 4.65017849 4.64897697 4.68056583 3.17858121
## 272 2.69587881 3.13335580 2.60690805 2.74141012 2.79524770 1.34352509
## 273 2.59752902 3.00973894 2.53757620 2.64065445 2.69250979 1.35530657
## 274 2.53747511 2.97088595 2.46481571 2.58322904 2.63800222 1.29697925
## 275 2.60747305 2.99938971 2.56807725 2.64601928 2.69513444 1.33200434
## 276 2.40517977 2.78972655 2.37734371 2.44042448 2.48591828 1.12197250
## 277 2.75675022 3.24621882 2.64086127 2.81654166 2.88089259 1.57977101
## 278 2.80502295 3.28637660 2.68751207 2.86821715 2.92976539 1.69510745
## 279 2.83486918 3.25445817 2.76148766 2.88183491 2.93582842 1.58471832
## 280 2.62552903 3.09011862 2.51578185 2.67743419 2.73636118 1.38298909
## 281 2.62787852 2.97487506 2.60798949 2.65255243 2.69091631 1.10957018
## 282 2.67319049 3.07714522 2.61265373 2.71245985 2.76352394 1.35080219
## 283 2.52280406 2.92274529 2.47406070 2.55747286 2.60864224 1.19303947
## 284 2.78564020 3.23319636 2.69061219 2.83397919 2.89065647 1.45558056
## 285 2.70596325 3.11469896 2.64897210 2.74830401 2.79814581 1.37452507
## 286 2.79681409 3.25025014 2.69590794 2.84758127 2.90497150 1.49491831
## 287 2.72610823 3.12492549 2.67367990 2.76954091 2.81833331 1.46396598
## 288 2.62900189 3.07796238 2.54001540 2.68001691 2.73418633 1.35490635
## 289 2.65647226 3.10397808 2.56932921 2.70697247 2.76405416 1.42900438
## 290 2.61753890 3.08196478 2.52112877 2.67029539 2.72954978 1.38930003
## 291 2.44457768 2.88443273 2.37123558 2.48860716 2.54410187 1.17985898
## 292 2.71036223 3.13582254 2.63422279 2.75140445 2.80670780 1.36479971
## 293 2.65654305 3.06198688 2.59912888 2.69575725 2.74813579 1.35718393
## 294 2.64049075 3.06372922 2.57072084 2.68443421 2.73864939 1.37257318
## 295 2.58090501 2.99425139 2.52640781 2.62323039 2.67583150 1.33099952
## 296 2.98668670 3.47781407 2.85381692 3.05041374 3.11524193 1.83431208
## 297 2.68140079 3.09778480 2.61832740 2.72519445 2.77621869 1.36697220
## 298 2.57734865 3.00229540 2.50842012 2.62168207 2.67650313 1.34827695
## 299 2.55396003 2.99684743 2.47079019 2.59906646 2.65628500 1.28354249
## 300 2.72205866 3.15843817 2.63787699 2.77114182 2.82487726 1.44350347
## 151 152 153 154 155 156
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## 152 0.61852628
## 153 0.52742944 0.16140688
## 154 0.51699008 0.30744755 0.18506141
## 155 0.71965391 0.13152772 0.22663143 0.35301169
## 156 0.30842005 0.41383376 0.32498086 0.31873375 0.52847048
## 157 0.40901816 0.32447567 0.26593606 0.30055351 0.44013386 0.14332949
## 158 0.33946030 0.40817031 0.34360798 0.35295381 0.53034862 0.06680980
## 159 0.67316560 0.21435825 0.24937106 0.39557876 0.28188575 0.42256047
## 160 0.39938982 0.54878745 0.54733850 0.55947875 0.64393043 0.43149000
## 161 0.50727794 0.33009500 0.32974488 0.46411191 0.37235049 0.47185254
## 162 0.49894472 0.24065391 0.23445701 0.34422478 0.36450306 0.24547363
## 163 0.35339015 0.34002279 0.33382011 0.42289582 0.46097317 0.25153176
## 164 0.23352568 0.40456877 0.32190605 0.32563438 0.51176523 0.15549195
## 165 0.50265589 0.22830024 0.22598029 0.38995402 0.31446676 0.35737794
## 166 0.46562637 0.96302184 0.87156628 0.82657467 1.08020019 0.55674025
## 167 0.53201125 0.36966487 0.37539674 0.51721004 0.47647728 0.36398970
## 168 0.24719042 0.48823059 0.38352365 0.34687766 0.59592643 0.09594473
## 169 0.15630952 0.50599639 0.41297205 0.44563201 0.60541219 0.24788138
## 170 0.55749997 0.26840990 0.31588741 0.46177953 0.38161740 0.35714631
## 171 0.32700955 0.36044873 0.24287219 0.21781380 0.45848781 0.11812100
## 172 0.34132394 0.31459488 0.22038134 0.26936178 0.42497634 0.12454839
## 173 0.52975901 0.17173123 0.18169486 0.35297696 0.27065065 0.34261970
## 174 0.47704900 0.45823341 0.30744628 0.17376125 0.50063296 0.34057523
## 175 0.41854703 0.44236963 0.35191809 0.32353580 0.55060646 0.13575494
## 176 0.29138070 0.77410866 0.69424939 0.67043101 0.89317675 0.38793421
## 177 0.17385737 0.53112575 0.46516304 0.49745673 0.64574839 0.23833225
## 178 0.36079524 0.88988722 0.81002951 0.76581598 1.00586936 0.50228394
## 179 0.12998461 0.49678630 0.41715940 0.43387063 0.59810588 0.24667904
## 180 0.61852628 0.00000000 0.16140688 0.30744755 0.13152772 0.41383376
## 181 0.52742944 0.16140688 0.00000000 0.18506141 0.22663143 0.32498086
## 182 2.58435061 2.82822961 2.83021706 2.87573758 2.95075814 2.57675269
## 183 2.17258766 2.25777441 2.29784092 2.36291384 2.36997012 2.09468759
## 184 2.52601281 2.78980897 2.78088677 2.80241562 2.91451093 2.51174547
## 185 2.40618686 2.61368242 2.62422135 2.66810292 2.73517844 2.37784668
## 186 2.34741970 2.53574083 2.54963329 2.60249079 2.65479590 2.31525424
## 187 2.50583732 2.73209357 2.73442173 2.77591308 2.85398299 2.48245891
## 188 2.58966978 2.79599743 2.80018969 2.84106118 2.91605419 2.55446563
## 189 2.27039183 2.42863767 2.42790708 2.43414132 2.54569201 2.17944015
## 190 2.03600603 2.02261544 2.07318819 2.13467069 2.12542195 1.90248219
## 191 2.38322151 2.51908025 2.55685398 2.64165913 2.63037243 2.36010451
## 192 2.43692989 2.63752623 2.64669122 2.68003357 2.75929564 2.39536917
## 193 2.44985576 2.67613876 2.67730814 2.70631301 2.79929316 2.41784083
## 194 2.54265418 2.73332554 2.75216856 2.81815011 2.85086283 2.52458179
## 195 2.49171002 2.72401070 2.72596860 2.77014810 2.84590674 2.47498569
## 196 2.10742816 2.05941741 2.12984937 2.22574867 2.15432771 1.99345650
## 197 2.10030190 2.02016705 2.10447777 2.20626975 2.11008405 1.98742410
## 198 2.08520979 2.07511901 2.13170004 2.19812012 2.17818117 1.96198019
## 199 2.44092465 2.67049785 2.67333938 2.70017420 2.79412705 2.41319159
## 200 2.58965166 2.79969006 2.80790312 2.86208522 2.91888824 2.56955044
## 201 2.37299509 2.49730184 2.53352355 2.62459566 2.60650965 2.34178653
## 202 2.37858668 2.59199899 2.59718473 2.63407380 2.71402255 2.34564687
## 203 2.53562503 2.77719477 2.77587443 2.81555207 2.89974427 2.52042577
## 204 2.48197063 2.72705676 2.72314790 2.75845323 2.85011860 2.46416630
## 205 2.53199601 2.72993502 2.74602493 2.80859801 2.84828872 2.51459299
## 206 2.51653851 2.70638465 2.72486184 2.78744833 2.82440680 2.49555625
## 207 2.17671980 2.20071086 2.25409066 2.33468704 2.30522213 2.08187707
## 208 2.35429824 2.48440273 2.51290237 2.57545552 2.59899463 2.29847928
## 209 2.48416239 2.64668077 2.66925311 2.72970357 2.76354094 2.44407344
## 210 2.52970461 2.70591981 2.72366335 2.78030335 2.82373290 2.49299874
## 211 2.20320332 2.31353152 2.32739476 2.34517960 2.42781427 2.09546327
## 212 2.20153377 2.32807631 2.34251312 2.37152210 2.44419046 2.10903513
## 213 2.96601606 3.01184098 3.10112233 3.11677227 3.09644814 2.95165368
## 214 3.26467050 3.24610443 3.35354854 3.38140010 3.31002621 3.25828295
## 215 2.80641462 2.82180545 2.91449679 2.92819727 2.90223960 2.77671678
## 216 2.83618436 2.85351298 2.95315216 2.98674821 2.93256415 2.82612642
## 217 2.70024621 2.75462461 2.83181402 2.83483604 2.84650810 2.65928541
## 218 2.76947211 2.74931827 2.84286733 2.85668041 2.82219597 2.71975765
## 219 3.26935587 3.20221716 3.32022045 3.36189117 3.25734969 3.25198634
## 220 3.18268034 3.20210736 3.30217726 3.32767359 3.27515013 3.18353196
## 221 3.17126253 3.07360422 3.18628397 3.19740912 3.12132021 3.12642882
## 222 3.04365916 2.97750382 3.09795250 3.16202756 3.04032515 3.02219696
## 223 3.08054700 2.96256492 3.09165318 3.15715503 3.01251608 3.04783966
## 224 2.77285732 2.75428629 2.85197601 2.86501606 2.82784246 2.73154612
## 225 2.99449630 3.07830161 3.16399783 3.19066319 3.16934956 3.00114494
## 226 2.84112224 2.89947075 2.98710215 3.00489685 2.98505601 2.83528919
## 227 2.81128396 2.84174995 2.92787319 2.92802503 2.92155006 2.78460586
## 228 2.74734574 2.71971422 2.81054109 2.80317732 2.79100103 2.68868140
## 229 2.63270395 2.61192406 2.71402388 2.74458189 2.68942703 2.59322464
## 230 3.22722500 3.16744396 3.28859335 3.36096269 3.23177421 3.21316254
## 231 2.91879403 2.98829482 3.07157597 3.07798779 3.07361692 2.91544529
## 232 3.08158880 3.10237402 3.19998523 3.22179147 3.17944496 3.07237304
## 233 3.25679498 3.14305805 3.26898809 3.31833599 3.19490020 3.21725796
## 234 2.94329270 2.87451465 2.97348306 2.97850345 2.92971976 2.88791338
## 235 2.86496598 2.72456525 2.84574984 2.87358629 2.77340128 2.79435998
## 236 3.10181140 3.03670345 3.14522670 3.15890170 3.09219770 3.06664059
## 237 2.77335602 2.89771285 2.96488073 2.96962784 2.99900154 2.76726378
## 238 2.97979478 2.88203229 3.00179492 3.04038989 2.93620311 2.93834355
## 239 2.89697803 2.86930694 2.96568505 2.96980260 2.94099135 2.84651342
## 240 2.90359569 3.10461767 3.15902714 3.19432677 3.21613739 2.94544951
## 241 2.92823348 3.14521822 3.19392581 3.21671962 3.25863751 2.96950562
## 242 2.53418684 2.66204309 2.73920136 2.78682103 2.76288542 2.56321275
## 243 2.51069149 2.58718467 2.67625697 2.71943776 2.67670503 2.53131362
## 244 2.47884697 2.63714039 2.70782550 2.75571876 2.74142366 2.52123268
## 245 2.84585620 3.02400394 3.08652337 3.12756939 3.13130200 2.88791588
## 246 2.44099358 2.55650434 2.63557181 2.67891647 2.65533014 2.46524295
## 247 2.50184715 2.60938171 2.69067854 2.73959149 2.70800674 2.52243199
## 248 3.18452642 3.14319797 3.25168102 3.27395778 3.20384186 3.16309876
## 249 2.56365403 2.71014047 2.78358404 2.82951877 2.81287003 2.60041064
## 250 2.45059074 2.58336466 2.65671494 2.69481928 2.68570568 2.47454406
## 251 2.40353609 2.53786982 2.61090859 2.65416994 2.64129260 2.42802935
## 252 2.48232953 2.57187966 2.65948601 2.71259592 2.66469542 2.50865366
## 253 3.29607944 3.45247117 3.52464946 3.59798939 3.55168653 3.35596496
## 254 3.28212590 3.45406365 3.52255221 3.59982053 3.55443786 3.35076681
## 255 3.33069439 3.48245030 3.55606754 3.63613878 3.58037074 3.39232895
## 256 2.53769202 2.66868571 2.74557802 2.79313195 2.76931609 2.56991508
## 257 2.46934630 2.58419427 2.66491844 2.71613145 2.68249090 2.49827128
## 258 2.50881865 2.61113644 2.69430744 2.74532588 2.70833191 2.53071568
## 259 2.42583002 2.54534074 2.62313957 2.67489578 2.64677988 2.44870148
## 260 2.55240548 2.67703169 2.75530936 2.80039028 2.77655568 2.58178059
## 261 2.52264065 2.63052111 2.71316087 2.76260134 2.72754373 2.54864592
## 262 2.59525018 2.65917248 2.75151147 2.80196749 2.74747116 2.61244031
## 263 2.92636700 3.14605365 3.19589524 3.23125506 3.25929133 2.97644040
## 264 2.55674612 2.61901123 2.71393240 2.78055450 2.70734699 2.57950811
## 265 3.35367474 3.48115561 3.55931814 3.62874780 3.57766214 3.39828611
## 266 2.53814784 2.60755377 2.69545460 2.73205023 2.69764013 2.54749650
## 267 2.91989735 3.09792526 3.15372329 3.16954011 3.20491893 2.94719510
## 268 3.01365351 3.21315571 3.26504188 3.28855957 3.32376274 3.04988061
## 269 2.85412640 3.03779303 3.09204536 3.11804911 3.14849859 2.87907258
## 270 2.80347971 2.99082191 3.04544280 3.07438115 3.10112592 2.83480719
## 271 3.22722500 3.16744396 3.28859335 3.36096269 3.23177421 3.21316254
## 272 1.63182184 1.04031136 1.17020743 1.29726599 0.97432665 1.41114508
## 273 1.62748795 1.01700964 1.13386919 1.23316983 0.94192778 1.38254003
## 274 1.56481104 0.95454384 1.07706225 1.18219911 0.87535178 1.33340455
## 275 1.59249580 0.99046498 1.11595910 1.20808441 0.92765444 1.34316743
## 276 1.38338914 0.77886673 0.89441259 0.98861662 0.71282006 1.13190158
## 277 1.84109114 1.24465832 1.37551337 1.48562239 1.16221709 1.63409946
## 278 1.97597269 1.37157217 1.47852111 1.58634953 1.28003584 1.75196929
## 279 1.86386295 1.25733570 1.37892691 1.48173244 1.18601581 1.61977786
## 280 1.66699066 1.06558505 1.18331776 1.30486500 0.98103366 1.45179849
## 281 1.39218434 0.83875350 0.97248133 1.09157730 0.81754246 1.14618518
## 282 1.62711065 1.02407393 1.15196531 1.25912384 0.96028531 1.38535508
## 283 1.44671885 0.84906244 0.98794740 1.08830963 0.79079399 1.21375481
## 284 1.73547780 1.14534342 1.28119310 1.40364392 1.07972273 1.51835331
## 285 1.65016045 1.05618513 1.18636823 1.29613480 0.99674527 1.41118452
## 286 1.77924892 1.18432339 1.31440228 1.43670633 1.11330773 1.55998848
## 287 1.74434172 1.14163927 1.25570067 1.35581454 1.07356959 1.49142740
## 288 1.64080019 1.04393568 1.16247016 1.28392733 0.96732231 1.41747155
## 289 1.70230433 1.09452758 1.21734646 1.32586910 1.01464893 1.47410829
## 290 1.65657976 1.05496019 1.18314581 1.29580067 0.97441106 1.44131883
## 291 1.43784584 0.83290637 0.96412272 1.07303155 0.75542784 1.21930642
## 292 1.62933928 1.04017934 1.18322605 1.29566607 0.98151895 1.40866080
## 293 1.62176051 1.01892158 1.15090154 1.25126725 0.95509299 1.38218431
## 294 1.64250481 1.03464095 1.16165984 1.26597033 0.96243715 1.40658510
## 295 1.59027767 0.98370576 1.11061626 1.20615261 0.91337226 1.35030108
## 296 2.11689366 1.51365726 1.63257239 1.74608694 1.42726752 1.89900742
## 297 1.64399846 1.04583906 1.17385638 1.28466087 0.98165475 1.40685756
## 298 1.61432688 1.00158651 1.12338017 1.22264930 0.92326201 1.37706057
## 299 1.54731126 0.94219887 1.07501782 1.18538996 0.86631501 1.32772097
## 300 1.73058555 1.12977419 1.24952460 1.36596227 1.05621465 1.49830979
## 157 158 159 160 161 162
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## 157
## 158 0.13609351
## 159 0.33164780 0.40984867
## 160 0.41524882 0.42121506 0.66696761
## 161 0.42076645 0.48423130 0.44067468 0.47060682
## 162 0.16108399 0.21986093 0.20158166 0.49881784 0.39447670
## 163 0.23181090 0.22984492 0.39801310 0.32965403 0.31262679 0.22590839
## 164 0.23879618 0.18186916 0.47100404 0.37685034 0.39888435 0.30173246
## 165 0.28028716 0.35856632 0.26008805 0.49338922 0.20091416 0.21470957
## 166 0.67632308 0.56343571 0.94652417 0.73124763 0.93712084 0.76806962
## 167 0.32540546 0.33902400 0.28094956 0.58399454 0.40323805 0.20957155
## 168 0.23051346 0.14778023 0.50818109 0.44533624 0.51353549 0.33759267
## 169 0.32485538 0.28203144 0.54241362 0.42158424 0.38935252 0.38636645
## 170 0.26866502 0.32640339 0.21913097 0.51522712 0.36086348 0.14286599
## 171 0.17326910 0.17027548 0.40374106 0.44844061 0.41939384 0.26055225
## 172 0.14017015 0.15028270 0.34019105 0.44047302 0.36414522 0.18360090
## 173 0.25820808 0.33899982 0.19072412 0.51882839 0.26114781 0.16298071
## 174 0.37045768 0.39664867 0.51248894 0.61746178 0.53304015 0.44744644
## 175 0.20744660 0.14351390 0.41164746 0.54961577 0.56965289 0.26831601
## 176 0.51013197 0.38996612 0.77554027 0.55841602 0.74186941 0.58952337
## 177 0.31674288 0.24308605 0.55969081 0.37900403 0.45187887 0.37741549
## 178 0.60454955 0.50859120 0.91031472 0.55613189 0.83367018 0.71701909
## 179 0.31610764 0.27444271 0.56361413 0.33427191 0.38635850 0.39420499
## 180 0.32447567 0.40817031 0.21435825 0.54878745 0.33009500 0.24065391
## 181 0.26593606 0.34360798 0.24937106 0.54733850 0.32974488 0.23445701
## 182 2.61832974 2.53522152 2.71459499 2.66146814 2.83998230 2.60870298
## 183 2.09906914 2.04028032 2.14386675 2.15592082 2.31907168 2.06480344
## 184 2.56527552 2.47238733 2.68133803 2.62015136 2.82747425 2.56683097
## 185 2.41489505 2.33227723 2.50299745 2.46297928 2.64892960 2.39991318
## 186 2.35092519 2.26909336 2.42077085 2.41013227 2.56996802 2.32568825
## 187 2.52260383 2.43999912 2.61494996 2.58096543 2.76086397 2.51227070
## 188 2.59457218 2.51115624 2.67473785 2.66764301 2.83890001 2.57862686
## 189 2.21413763 2.13569407 2.31015563 2.32415683 2.53836737 2.21508841
## 190 1.89493725 1.84472716 1.90036135 2.00273415 2.14094149 1.84585493
## 191 2.37825437 2.30982950 2.41288593 2.40406687 2.52375733 2.33181503
## 192 2.43107236 2.34942801 2.52703629 2.48512360 2.69062837 2.42261951
## 193 2.45942052 2.37472598 2.56457431 2.51585305 2.72202290 2.45628993
## 194 2.55297200 2.47865343 2.61834306 2.59261047 2.74156878 2.52601582
## 195 2.51704662 2.43297450 2.60791431 2.57242570 2.74599837 2.50479531
## 196 1.96718618 1.93428578 1.94302739 2.03789171 2.13272311 1.90213008
## 197 1.95524079 1.92590000 1.91956467 2.00168236 2.09405089 1.88219295
## 198 1.95080096 1.90294264 1.96050917 2.03366128 2.18105294 1.90227012
## 199 2.45806106 2.36932896 2.56532740 2.50554582 2.71839528 2.45375492
## 200 2.60760060 2.52617410 2.68004629 2.66675102 2.81969624 2.58545107
## 201 2.34971015 2.29293192 2.38011308 2.38798437 2.49390714 2.30636823
## 202 2.38562562 2.30136489 2.47896361 2.44472705 2.63503550 2.37484220
## 203 2.56521240 2.47940053 2.66127881 2.62188037 2.80089926 2.55617921
## 204 2.50998900 2.42366246 2.61111879 2.57028717 2.75508072 2.50430353
## 205 2.54581500 2.46923469 2.61482816 2.58827480 2.74054909 2.52066109
## 206 2.52611342 2.44923142 2.59244614 2.56839891 2.72180911 2.49904886
## 207 2.07515672 2.02508034 2.08238170 2.14558834 2.26948980 2.02272601
## 208 2.31949541 2.24786506 2.36669541 2.38312952 2.53307932 2.28411424
## 209 2.46880831 2.39568055 2.52964955 2.52174419 2.68021008 2.44074710
## 210 2.52182510 2.44604774 2.58736617 2.57881275 2.73896483 2.49660256
## 211 2.11610128 2.04689699 2.19474595 2.22252782 2.43062242 2.10795490
## 212 2.13058136 2.06052471 2.20652477 2.22842003 2.42385691 2.11842335
## 213 2.93495746 2.89647374 3.06005212 2.70923323 3.06383250 2.94149688
## 214 3.22582561 3.20541082 3.32389806 2.96121377 3.27929141 3.22273382
## 215 2.75289109 2.72133618 2.87236334 2.53355770 2.88653077 2.75964170
## 216 2.80059399 2.77018935 2.90602978 2.56281835 2.88706869 2.79631981
## 217 2.64264453 2.60396944 2.78155985 2.45947174 2.83289348 2.66045398
## 218 2.67363095 2.66691451 2.79624036 2.45790880 2.81251017 2.69353520
## 219 3.20761159 3.19838612 3.27970000 2.94901112 3.23300676 3.19399225
## 220 3.15885704 3.13012496 3.27087502 2.89832829 3.23150205 3.15986394
## 221 3.08196819 3.07558626 3.16414926 2.83970296 3.15195495 3.08068884
## 222 2.97715708 2.96490133 3.02899728 2.74665890 2.99738180 2.94879502
## 223 2.99329072 2.99186259 3.02625074 2.76144417 2.99047340 2.95996269
## 224 2.69842495 2.67675505 2.81083725 2.47801966 2.82616935 2.70572377
## 225 2.99174002 2.94577210 3.11836645 2.76205265 3.10523405 2.99414561
## 226 2.81717425 2.78107509 2.94990948 2.57957863 2.93803228 2.82772561
## 227 2.76269989 2.73197121 2.90010157 2.53451434 2.90944661 2.78143840
## 228 2.65873575 2.63581212 2.77910127 2.45759634 2.82201759 2.67427251
## 229 2.56029887 2.53557980 2.65637146 2.35051186 2.67298218 2.55466417
## 230 3.17823997 3.15469168 3.21221129 2.96210328 3.18504249 3.13556971
## 231 2.90291176 2.86273824 3.04515109 2.66235265 3.03472639 2.91876642
## 232 3.05276391 3.01739675 3.16285320 2.81280545 3.14858412 3.05112339
## 233 3.17726310 3.16013868 3.21011233 2.96104726 3.20402134 3.14040973
## 234 2.83029840 2.83969289 2.94568593 2.59715258 2.94286191 2.85508165
## 235 2.74044598 2.73926575 2.79519149 2.53316491 2.81590631 2.72505816
## 236 3.02448358 3.01518101 3.12050679 2.77503467 3.10151528 3.02810519
## 237 2.77096229 2.71311806 2.92247429 2.57784742 2.95162013 2.78706699
## 238 2.88826348 2.88350965 2.95344041 2.65230292 2.93636685 2.87384342
## 239 2.81594451 2.79197779 2.92676978 2.60697618 2.95901751 2.82378223
## 240 2.97961924 2.89311709 3.10118757 2.82193156 3.10985013 2.96663809
## 241 3.00768247 2.91833461 3.14474014 2.84870536 3.15948921 3.00382293
## 242 2.57117238 2.50761528 2.68168422 2.36994322 2.66164669 2.55535538
## 243 2.53223250 2.47573165 2.63123332 2.31007315 2.60090957 2.51234223
## 244 2.53401337 2.46724727 2.65438087 2.32935978 2.62265461 2.52219974
## 245 2.91609667 2.83461476 3.02951379 2.74346670 3.02513302 2.89862471
## 246 2.47271956 2.40949761 2.58311739 2.26827931 2.56508890 2.45702504
## 247 2.52640800 2.46588341 2.63021533 2.32753861 2.61586107 2.50785972
## 248 3.12541596 3.11040921 3.22191113 2.86936608 3.19175184 3.12504920
## 249 2.61100327 2.54580429 2.72945057 2.40524103 2.70279207 2.59907428
## 250 2.48757365 2.41910288 2.60450764 2.29358301 2.59732289 2.47474947
## 251 2.44063337 2.37235086 2.55366488 2.25242623 2.54667776 2.42525165
## 252 2.50820732 2.45279819 2.60541730 2.29030583 2.56960233 2.48656346
## 253 3.37678818 3.30359789 3.45151414 3.20174123 3.41187436 3.33886163
## 254 3.37287269 3.29977214 3.44929096 3.19854409 3.39987707 3.33576078
## 255 3.40984989 3.34019903 3.47861017 3.23526978 3.43259693 3.36953237
## 256 2.57856816 2.51467220 2.69013925 2.37380694 2.66556649 2.56306423
## 257 2.50378704 2.44253340 2.60793394 2.29825231 2.58148882 2.48448430
## 258 2.53339644 2.47420389 2.63416805 2.33089205 2.61489568 2.51327177
## 259 2.45538108 2.39229549 2.55911250 2.26585192 2.54730167 2.43574506
## 260 2.58894936 2.52638894 2.70171024 2.38069794 2.67818816 2.57475468
## 261 2.55116506 2.49273013 2.65697367 2.34039151 2.63047108 2.53395871
## 262 2.61166177 2.55595375 2.69754049 2.39895409 2.67207497 2.58471737
## 263 3.01467681 2.92543103 3.14010519 2.85856937 3.14350520 3.00314344
## 264 2.57148625 2.52290716 2.64872971 2.35777603 2.60823616 2.54049211
## 265 3.41620999 3.34390097 3.48365513 3.24517662 3.46120378 3.37514814
## 266 2.55060557 2.49119780 2.64864347 2.34269808 2.63925656 2.53070855
## 267 2.98394464 2.89500626 3.11012734 2.82428836 3.13569050 2.97500480
## 268 3.08921163 2.99814467 3.21421823 2.93704590 3.23603591 3.07852764
## 269 2.91430268 2.82588253 3.03421619 2.77158265 3.06775302 2.90159579
## 270 2.87077331 2.78201474 2.98964019 2.72252565 3.01328271 2.85657850
## 271 3.17823997 3.15469168 3.21221129 2.96210328 3.18504249 3.13556971
## 272 1.29308238 1.38566875 1.01266182 1.46246686 1.20685639 1.17292343
## 273 1.26504705 1.36118266 0.98955799 1.46712544 1.23081987 1.15723678
## 274 1.21411812 1.31295633 0.94507709 1.39266782 1.15042774 1.10761642
## 275 1.22222282 1.31671152 0.97097704 1.40429249 1.21690179 1.12113374
## 276 1.01131425 1.11056724 0.75291192 1.22232504 1.01168637 0.91230843
## 277 1.51108910 1.61243613 1.25770917 1.63157208 1.39516108 1.40804606
## 278 1.63439233 1.73715976 1.34715304 1.82515812 1.53361332 1.52596447
## 279 1.50174909 1.59488757 1.22443193 1.69239028 1.46179458 1.38972355
## 280 1.33754287 1.43399097 1.04732514 1.51831601 1.22503726 1.22008428
## 281 1.02886160 1.10878118 0.77904135 1.21846787 1.05128225 0.91114953
## 282 1.26825313 1.35837904 0.99565840 1.45450203 1.23505288 1.15395309
## 283 1.09509034 1.18505542 0.85419604 1.24478121 1.06520635 0.99012031
## 284 1.39811961 1.49080365 1.13086746 1.54218181 1.30897477 1.28203897
## 285 1.28824618 1.38289687 1.02744742 1.46061968 1.25428951 1.17936819
## 286 1.44067188 1.53486275 1.16377068 1.59917129 1.34749311 1.32344000
## 287 1.37284337 1.46790690 1.09496937 1.58701224 1.35663211 1.26402261
## 288 1.29705347 1.39756081 1.01468550 1.48177575 1.20808936 1.18441882
## 289 1.35429683 1.45307902 1.08109784 1.52713509 1.27786816 1.24541465
## 290 1.31957817 1.42031042 1.05756790 1.46601684 1.21975436 1.21354162
## 291 1.09864122 1.19819025 0.84638328 1.24865813 1.01734525 0.99552474
## 292 1.28977536 1.37792864 1.04094706 1.41878922 1.22546221 1.17786496
## 293 1.26349702 1.35420306 1.00621653 1.43139395 1.23378449 1.15502825
## 294 1.28768770 1.38239191 1.01978564 1.46255185 1.23725657 1.17834160
## 295 1.22902083 1.32593918 0.97600223 1.39942358 1.19705982 1.12769502
## 296 1.78096859 1.87946893 1.49617744 1.94601584 1.66871962 1.66717737
## 297 1.28473724 1.38052856 1.01826349 1.46108152 1.24085946 1.17490684
## 298 1.25948035 1.35570559 0.99006258 1.44298847 1.20958090 1.15263712
## 299 1.20904855 1.30467325 0.94866440 1.35840592 1.12578971 1.10027143
## 300 1.37931514 1.47605496 1.09442467 1.57061887 1.30986637 1.26440292
## 163 164 165 166 167 168
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## 164 0.20775499
## 165 0.23801785 0.34523252
## 166 0.69620697 0.59073831 0.86556644
## 167 0.26760159 0.39094442 0.23943599 0.78753142
## 168 0.30943117 0.15458345 0.42580301 0.49299093 0.43829796
## 169 0.26316485 0.17912331 0.36432206 0.55840271 0.39997775 0.22383911
## 170 0.23463936 0.38705932 0.18524350 0.84203605 0.14861537 0.44519444
## 171 0.27537232 0.14274104 0.32752199 0.63669657 0.39627539 0.14438089
## 172 0.20177156 0.14603606 0.24752025 0.66006667 0.30009604 0.18786765
## 173 0.25134994 0.34550521 0.07800852 0.87097823 0.22997725 0.41917042
## 174 0.49976088 0.35109183 0.47603834 0.76281240 0.59056032 0.32694415
## 175 0.35526338 0.26191202 0.42841837 0.57563950 0.39870741 0.17842693
## 176 0.49356473 0.39680194 0.67698266 0.21343044 0.60738876 0.33078578
## 177 0.23407628 0.19329191 0.40304778 0.50078939 0.38936224 0.22553514
## 178 0.60394637 0.51355280 0.79030475 0.21629055 0.75603676 0.43990109
## 179 0.23938179 0.14936618 0.37974971 0.56550140 0.43781746 0.22169719
## 180 0.34002279 0.40456877 0.22830024 0.96302184 0.36966487 0.48823059
## 181 0.33382011 0.32190605 0.22598029 0.87156628 0.37539674 0.38352365
## 182 2.58464817 2.63946640 2.72411615 2.25596799 2.51190096 2.58427283
## 183 2.06873505 2.16623897 2.18881966 1.93709613 1.98105598 2.12966461
## 184 2.55063485 2.57887143 2.70394879 2.15457555 2.49420242 2.51154607
## 185 2.38379405 2.44234446 2.52676332 2.08744586 2.31295254 2.39056461
## 186 2.31233271 2.37663248 2.44771698 2.04728702 2.22830164 2.33108591
## 187 2.49885617 2.55085870 2.63705537 2.17162014 2.42304339 2.49182296
## 188 2.57430146 2.62458373 2.70958313 2.25430195 2.49098726 2.56558964
## 189 2.24716210 2.27322002 2.38541215 1.90870050 2.18345064 2.19233366
## 190 1.88791805 1.98468353 1.99108883 1.82992358 1.78360712 1.94865609
## 191 2.30163867 2.40394826 2.42132885 2.17139521 2.20739321 2.38774152
## 192 2.41549118 2.46743665 2.56142410 2.10221082 2.35141606 2.40790366
## 193 2.44677991 2.49017095 2.59396779 2.09936370 2.38445798 2.42568551
## 194 2.50220081 2.58197489 2.62924148 2.26610369 2.41427836 2.54279146
## 195 2.48716137 2.53965163 2.62549099 2.16173900 2.41038314 2.48352131
## 196 1.92370174 2.05984904 2.00486935 1.98096368 1.80697644 2.04908081
## 197 1.89517360 2.04211102 1.97723135 2.01226962 1.78892481 2.04697179
## 198 1.93266736 2.03887078 2.03919929 1.89150339 1.83633185 2.00912209
## 199 2.43932582 2.48026782 2.59345209 2.09082568 2.38390108 2.41973710
## 200 2.56941165 2.63129133 2.70022581 2.27938980 2.48095780 2.58212877
## 201 2.28472835 2.39565769 2.38746096 2.17104482 2.17826014 2.37318040
## 202 2.36458644 2.41453828 2.50820312 2.04403604 2.29461700 2.35620135
## 203 2.53913143 2.58616915 2.67959298 2.19485979 2.46515227 2.52677605
## 204 2.48972666 2.53245985 2.63150573 2.13323745 2.41841172 2.46943572
## 205 2.49757468 2.57260557 2.62694851 2.24651501 2.41117345 2.53109492
## 206 2.47693894 2.55298990 2.60748946 2.23391400 2.39103038 2.51313140
## 207 2.03634165 2.15007327 2.13867249 1.98715305 1.92917277 2.12605826
## 208 2.28110043 2.36330896 2.40625351 2.08747708 2.18757540 2.32460158
## 209 2.42985060 2.50834401 2.55784505 2.20240429 2.34147031 2.46571539
## 210 2.48617880 2.55825563 2.61564447 2.23459976 2.39822273 2.51182618
## 211 2.14457685 2.19032944 2.27603275 1.87835584 2.07495078 2.11825260
## 212 2.14475155 2.19896694 2.27476391 1.88272926 2.06780319 2.13174511
## 213 2.85625487 2.95200315 3.03424556 2.89463726 2.96357755 2.97867479
## 214 3.12584498 3.23732415 3.28162074 3.28626899 3.24703331 3.29118888
## 215 2.68310883 2.78057565 2.85411251 2.75169575 2.79194914 2.80730477
## 216 2.70363459 2.81780646 2.86922602 2.81165629 2.80487755 2.85891321
## 217 2.59887014 2.68377259 2.77679696 2.57956789 2.69564104 2.68614285
## 218 2.63178584 2.74015593 2.77753173 2.74139364 2.74083314 2.75691019
## 219 3.10267903 3.22948991 3.23962057 3.32893891 3.21224420 3.29229123
## 220 3.05996269 3.16685775 3.22676471 3.17119316 3.17848700 3.21282727
## 221 3.01013735 3.11088671 3.14891510 3.22499506 3.14046141 3.16416104
## 222 2.86117190 3.00602170 2.99195460 3.09131687 2.93655155 3.06792637
## 223 2.87829597 3.02643250 2.99358553 3.17030915 2.95762232 3.09782031
## 224 2.63539830 2.73654657 2.79606414 2.74430816 2.74799754 2.76586851
## 225 2.89647145 2.99708659 3.07910471 2.90973716 2.99372945 3.02553771
## 226 2.73584990 2.83441689 2.91338260 2.77756247 2.84778382 2.86157350
## 227 2.70429958 2.78981985 2.87916826 2.75026248 2.82873332 2.81087181
## 228 2.61915856 2.70059392 2.78223368 2.70168839 2.74039834 2.72007642
## 229 2.48174189 2.59684771 2.63995670 2.60701315 2.57463914 2.63136722
## 230 3.04534416 3.18919813 3.17929244 3.26533746 3.10447563 3.25768430
## 231 2.82665038 2.91283463 3.01087187 2.84446856 2.94908635 2.93756608
## 232 2.95949134 3.06063057 3.13195423 3.04634654 3.07060848 3.10131609
## 233 3.06533419 3.19248673 3.19810868 3.31497964 3.14920450 3.26241574
## 234 2.79642325 2.90062841 2.92477912 2.96986995 2.92536533 2.92642945
## 235 2.67103867 2.78935642 2.79679689 2.92326605 2.77291408 2.84178426
## 236 2.95088758 3.05467251 3.09638603 3.13735451 3.08038117 3.10269901
## 237 2.70551262 2.78054159 2.90180110 2.61741817 2.80161449 2.78448989
## 238 2.79849230 2.92548112 2.93008973 3.03845274 2.90222248 2.98283060
## 239 2.76160550 2.85351996 2.92394783 2.85752697 2.87560282 2.87974362
## 240 2.86565771 2.93976854 3.06454269 2.71248888 2.91199525 2.95423988
## 241 2.90480815 2.96731978 3.11100753 2.71605063 2.96194952 2.97437574
## 242 2.44669415 2.55040815 2.63297697 2.43507532 2.51251098 2.58462948
## 243 2.40237506 2.50621485 2.58521152 2.46354144 2.48803185 2.55586333
## 244 2.40685980 2.50764248 2.59618424 2.36918050 2.47316385 2.53909776
## 245 2.79262346 2.87557779 2.98805158 2.68773651 2.84386041 2.90012432
## 246 2.34930294 2.44999975 2.53754276 2.35196664 2.42278438 2.48696276
## 247 2.40301942 2.51016790 2.58610537 2.41368278 2.46792114 2.54660107
## 248 3.03822661 3.14768609 3.18906491 3.21063094 3.16148808 3.19811994
## 249 2.48665506 2.58766667 2.67558276 2.45563028 2.55497383 2.61940112
## 250 2.37023890 2.46326459 2.56343569 2.33648328 2.44155635 2.49351631
## 251 2.32087839 2.41792483 2.51136093 2.28949136 2.38475398 2.44802490
## 252 2.37401584 2.48672549 2.55258662 2.43095597 2.44745714 2.53440131
## 253 3.22288976 3.33082563 3.39266685 3.18997085 3.24548481 3.37391193
## 254 3.21622579 3.32531268 3.38300333 3.17516508 3.23430599 3.36740932
## 255 3.25273501 3.36709879 3.41575935 3.23481732 3.26909427 3.41201371
## 256 2.45217046 2.55536040 2.63905550 2.44080065 2.51986866 2.59069486
## 257 2.37377462 2.48142985 2.55704940 2.38917085 2.44050059 2.52135593
## 258 2.40675327 2.51615709 2.58806243 2.42981347 2.47212875 2.55555514
## 259 2.33116657 2.43840139 2.51419859 2.32810259 2.38850801 2.47222093
## 260 2.46476545 2.56730516 2.65212828 2.45866396 2.53673979 2.60293968
## 261 2.42420527 2.53292785 2.60674717 2.44581416 2.49495120 2.57256283
## 262 2.47776852 2.58754188 2.65493119 2.55156745 2.55174643 2.63951232
## 263 2.89928494 2.97010468 3.09913358 2.72604039 2.94372934 2.98261413
## 264 2.42954303 2.55608776 2.59468397 2.52996849 2.48958043 2.61047363
## 265 3.26682243 3.37427293 3.43767280 3.25101745 3.29183322 3.41901312
## 266 2.42969703 2.52679612 2.61525581 2.47507906 2.51361474 2.57184149
## 267 2.88157228 2.93906281 3.08885000 2.72977229 2.94822975 2.95401857
## 268 2.98278740 3.04398469 3.18754319 2.80907568 3.03635029 3.05577196
## 269 2.81206172 2.87794942 3.01356740 2.65189960 2.86004301 2.88828265
## 270 2.76216091 2.82962548 2.96349265 2.61002155 2.81102091 2.84363949
## 271 3.04534416 3.18919813 3.17929244 3.26533746 3.10447563 3.25768430
## 272 1.29617570 1.43075766 1.14503829 1.93006022 1.18315000 1.50065440
## 273 1.30631144 1.41406381 1.15382768 1.91099577 1.20464670 1.46964572
## 274 1.24220475 1.35535363 1.08826017 1.86882355 1.15364218 1.41979342
## 275 1.26537154 1.37890405 1.13446024 1.86245439 1.18092693 1.43205119
## 276 1.06714324 1.17032664 0.92152869 1.66110915 0.97951829 1.21927010
## 277 1.51391839 1.64235730 1.36446962 2.16902044 1.44146132 1.71986582
## 278 1.66370284 1.77322266 1.48455087 2.28914443 1.55085691 1.83591163
## 279 1.53436603 1.65172401 1.38712218 2.13899746 1.42415602 1.70869109
## 280 1.34648452 1.46455400 1.17630263 1.98570776 1.23614588 1.53676422
## 281 1.04920185 1.19048554 0.94225759 1.62714911 0.93199303 1.24058301
## 282 1.29420436 1.41477718 1.15628548 1.90303984 1.19075720 1.47489729
## 283 1.11301124 1.23505095 0.99563114 1.73414482 1.04736583 1.30218476
## 284 1.39614456 1.53498064 1.25528429 2.03588620 1.29745893 1.60814650
## 285 1.31427707 1.44394883 1.17733872 1.92571528 1.21435321 1.50220348
## 286 1.44403911 1.57780578 1.29314602 2.08151710 1.33694690 1.64904445
## 287 1.42082560 1.53247049 1.26900305 2.00844090 1.30359297 1.58033045
## 288 1.31653756 1.44071363 1.14808833 1.94693125 1.20353994 1.50502673
## 289 1.37702683 1.49512678 1.22049180 2.00729910 1.28139246 1.56102110
## 290 1.33011022 1.45461842 1.17603774 1.97692885 1.24834636 1.52764941
## 291 1.11317729 1.23219143 0.96701512 1.75699656 1.04566254 1.30500077
## 292 1.28786383 1.42410062 1.16823527 1.92214632 1.21062188 1.49822364
## 293 1.28900653 1.40872333 1.16023300 1.90109972 1.20347823 1.47101405
## 294 1.31333599 1.43126979 1.16976742 1.93367871 1.22117862 1.49465544
## 295 1.26402085 1.37826431 1.12681205 1.87788490 1.18541253 1.43802138
## 296 1.79263131 1.91441054 1.62616489 2.43121624 1.68341443 1.98501961
## 297 1.31044272 1.43743158 1.16708763 1.92640084 1.20891118 1.49710291
## 298 1.29193937 1.40113873 1.14294223 1.90986282 1.20279456 1.46335387
## 299 1.21814443 1.34022883 1.07506595 1.86073733 1.14142368 1.41425772
## 300 1.40295186 1.52563373 1.24199554 2.02259261 1.28552011 1.58686231
## 169 170 171 172 173 174
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## 169
## 170 0.43481258
## 171 0.25212628 0.37731776
## 172 0.23364467 0.28670082 0.09848814
## 173 0.39535061 0.15890443 0.31174957 0.23322910
## 174 0.42371599 0.56711240 0.24020269 0.31896135 0.45674412
## 175 0.36229623 0.39981190 0.18935451 0.20711131 0.39261075 0.34596438
## 176 0.37530701 0.65709130 0.46849669 0.47915891 0.68378277 0.63336557
## 177 0.14444511 0.42061727 0.29145789 0.26203095 0.42498223 0.49955483
## 178 0.48250535 0.78183388 0.57618978 0.60126374 0.80542923 0.71689727
## 179 0.09745434 0.44530906 0.24930731 0.24357211 0.40881995 0.42809843
## 180 0.50599639 0.26840990 0.36044873 0.31459488 0.17173123 0.45823341
## 181 0.41297205 0.31588741 0.24287219 0.22038134 0.18169486 0.30744628
## 182 2.60663774 2.58535240 2.69086348 2.64921699 2.72233197 2.88628041
## 183 2.16718408 2.02391709 2.20686775 2.15273700 2.17715876 2.41719044
## 184 2.56156277 2.56490429 2.62521882 2.59605764 2.69515614 2.80519336
## 185 2.42595502 2.37849473 2.49220464 2.45034173 2.51935721 2.69046840
## 186 2.35872242 2.29884414 2.42762327 2.38103047 2.44006536 2.62848824
## 187 2.52620238 2.49364750 2.59688854 2.55695244 2.63120856 2.78879398
## 188 2.60662813 2.56213826 2.66784144 2.62795735 2.69992051 2.85689493
## 189 2.29322680 2.22915135 2.29119157 2.26887563 2.36055244 2.45370174
## 190 2.01517268 1.81336194 2.00821947 1.95547084 1.96537903 2.20566091
## 191 2.37737157 2.27433205 2.46712173 2.40411347 2.42134285 2.68772179
## 192 2.46067426 2.40950743 2.51071757 2.47411951 2.55014382 2.70255049
## 193 2.47749707 2.44730707 2.53309169 2.49931244 2.58417156 2.72010544
## 194 2.54965154 2.48510135 2.63682005 2.58400351 2.62864465 2.84515074
## 195 2.51173960 2.48423059 2.58870347 2.54750444 2.62098125 2.78218090
## 196 2.07001752 1.83458351 2.09411956 2.02460431 1.99132328 2.30919477
## 197 2.06105244 1.80709045 2.08296804 2.01057818 1.96355550 2.30260468
## 198 2.06627109 1.86219108 2.06827803 2.01292576 2.01704709 2.27299445
## 199 2.47229243 2.44632022 2.52770610 2.49483368 2.58271062 2.71618382
## 200 2.60191910 2.55711288 2.68189720 2.63539395 2.69601478 2.87968965
## 201 2.35861422 2.24302109 2.44950367 2.38385112 2.39078578 2.66775187
## 202 2.40060120 2.36039880 2.46014611 2.42204751 2.49880911 2.65204519
## 203 2.55870805 2.53937553 2.63420144 2.59550555 2.67457320 2.82429023
## 204 2.50693525 2.49144475 2.57823135 2.54183750 2.62550412 2.76525382
## 205 2.54116429 2.48314133 2.62704425 2.57600180 2.62558151 2.83323455
## 206 2.52529608 2.46154943 2.60785967 2.55657484 2.60489326 2.81503189
## 207 2.15523966 1.96996126 2.18893101 2.12679740 2.12512904 2.40204954
## 208 2.35438559 2.24820398 2.41021227 2.35791461 2.39596074 2.61678090
## 209 2.48992063 2.40522883 2.55720062 2.50650385 2.55136841 2.76301560
## 210 2.53810074 2.46488049 2.60633176 2.55783174 2.60904486 2.80867381
## 211 2.21627149 2.11149556 2.20761315 2.17849753 2.25024369 2.38021703
## 212 2.21195370 2.11230438 2.22288399 2.18799053 2.25403100 2.40470160
## 213 3.02164697 2.90988544 3.02767905 3.00277924 3.02743182 3.21892565
## 214 3.31013664 3.17718218 3.31647051 3.28779362 3.27953294 3.49908681
## 215 2.85757157 2.72979360 2.84967870 2.82599082 2.84488622 3.03530284
## 216 2.88058171 2.74967695 2.89800141 2.86456677 2.86695531 3.09691485
## 217 2.75641606 2.64203388 2.74355210 2.72422711 2.76465671 2.92816118
## 218 2.81154726 2.66034444 2.78999602 2.76768362 2.77157658 2.96368459
## 219 3.30105456 3.13749777 3.30541238 3.27034161 3.23858662 3.48878890
## 220 3.23392899 3.11701997 3.24882558 3.22055046 3.22532084 3.43791481
## 221 3.21045624 3.04921255 3.17137558 3.15221897 3.13696968 3.32553370
## 222 3.06215367 2.87743826 3.08507761 3.03730353 2.99330560 3.28892336
## 223 3.09150808 2.88708545 3.10042255 3.05325193 2.99329975 3.29311233
## 224 2.81912706 2.67540545 2.79933369 2.77664272 2.78591889 2.97773363
## 225 3.05060223 2.95447341 3.08236233 3.05152724 3.07751273 3.28647079
## 226 2.89769595 2.79341190 2.91144209 2.88587743 2.91011128 3.10441133
## 227 2.87058622 2.76102433 2.85515055 2.83902790 2.86955048 3.02975266
## 228 2.79906731 2.66158437 2.75311452 2.74088119 2.76482553 2.91336862
## 229 2.67004886 2.51240934 2.66570800 2.63329881 2.63190661 2.85988854
## 230 3.24280102 3.06078266 3.27701035 3.22440264 3.17937884 3.48814450
## 231 2.98270075 2.89336639 2.98953094 2.96997594 3.00533506 3.17454112
## 232 3.13333541 3.01379601 3.14124024 3.11387250 3.12603211 3.33148031
## 233 3.27688937 3.08365202 3.26931424 3.22919490 3.18822698 3.45549821
## 234 2.98314078 2.82579391 2.94206437 2.92650109 2.91836258 3.09176645
## 235 2.88750067 2.68372266 2.84423663 2.81559749 2.78231970 3.01003980
## 236 3.14462264 2.99385021 3.11818018 3.09730012 3.08793707 3.28141851
## 237 2.84027254 2.76880887 2.85633842 2.83579523 2.89352498 3.05096069
## 238 3.00601102 2.82150532 2.99209598 2.95817875 2.92413541 3.17137250
## 239 2.94551320 2.80134085 2.91263799 2.89429608 2.90926895 3.08312431
## 240 2.96232442 2.93281203 3.04054888 3.00379962 3.06359069 3.25796408
## 241 2.99523432 2.97960237 3.06524885 3.03498647 3.10800361 3.27580507
## 242 2.58218828 2.50583226 2.65032233 2.60790021 2.63547923 2.87287544
## 243 2.55741930 2.46488990 2.60653087 2.56734028 2.58421726 2.81921002
## 244 2.53015795 2.47263681 2.61026927 2.56790449 2.60188101 2.83443494
## 245 2.90094360 2.85878073 2.97919943 2.93975481 2.98823627 3.19901861
## 246 2.49008073 2.41112280 2.54947711 2.50934763 2.53779987 2.76836207
## 247 2.54653886 2.45728482 2.60820915 2.56504656 2.58716315 2.83028811
## 248 3.22809364 3.08394558 3.21921235 3.19350050 3.18396705 3.39431162
## 249 2.61506400 2.55047473 2.68869696 2.64729105 2.67974573 2.91128932
## 250 2.50337837 2.43432732 2.56168925 2.52390210 2.56214063 2.77934061
## 251 2.45295320 2.38125828 2.51667163 2.47610317 2.51130452 2.73779727
## 252 2.52465280 2.43108898 2.58812823 2.54364798 2.55569014 2.80882760
## 253 3.33189351 3.27300237 3.44232112 3.38753552 3.40220899 3.67317699
## 254 3.31682781 3.26697793 3.43784371 3.38136758 3.39575774 3.67005524
## 255 3.36193861 3.29799635 3.47841789 3.42045362 3.42772441 3.71152429
## 256 2.58649459 2.51341749 2.65640060 2.61414535 2.64211694 2.87875316
## 257 2.51431803 2.43196293 2.58270381 2.53866266 2.56002841 2.80566104
## 258 2.55223700 2.46069577 2.61514571 2.57106862 2.58974499 2.83753759
## 259 2.46911233 2.38413435 2.53697409 2.49211173 2.51614657 2.76189563
## 260 2.60217059 2.52653309 2.66730150 2.62637781 2.65433629 2.88779505
## 261 2.56828260 2.48172201 2.63249434 2.58947413 2.60948416 2.85401551
## 262 2.63614157 2.53208663 2.68805856 2.64496504 2.65396866 2.90413617
## 263 2.98676821 2.96979168 3.07233136 3.03575320 3.09976065 3.28962203
## 264 2.58830982 2.47377979 2.65716680 2.60603297 2.60003092 2.88206553
## 265 3.38871926 3.31254828 3.48319897 3.42998082 3.44231930 3.71166450
## 266 2.58617342 2.48987470 2.62356239 2.58727297 2.60981265 2.83251036
## 267 2.98658646 2.95675834 3.03606391 3.00938397 3.07974277 3.23868138
## 268 3.07798746 3.05492634 3.14285649 3.11211682 3.18184585 3.35163577
## 269 2.91403674 2.87671461 2.97352166 2.94110835 3.00656578 3.18432679
## 270 2.86293717 2.82930901 2.92815279 2.89444546 2.95807677 3.14056024
## 271 3.24280102 3.06078266 3.27701035 3.22440264 3.17937884 3.48814450
## 272 1.50353963 1.10359510 1.38518126 1.32569218 1.11223066 1.44388766
## 273 1.50389138 1.11611611 1.34961940 1.30432699 1.11018619 1.37734173
## 274 1.44201730 1.06030434 1.29705292 1.25022803 1.04940815 1.32889044
## 275 1.47767026 1.08116163 1.31824859 1.27416230 1.08901684 1.36010721
## 276 1.26447870 0.88043475 1.10151429 1.05921738 0.87459945 1.13501798
## 277 1.72143307 1.34503352 1.59668119 1.54677938 1.33658962 1.63403717
## 278 1.84319228 1.47392030 1.70870425 1.66145157 1.45228447 1.71671085
## 279 1.73971634 1.34010446 1.59211430 1.54310342 1.34537863 1.62732414
## 280 1.53497053 1.16026889 1.41199302 1.35838862 1.14433985 1.44337769
## 281 1.27554141 0.84729689 1.14683509 1.08505453 0.89892119 1.24381058
## 282 1.50564650 1.10317230 1.36065468 1.30948426 1.11317498 1.40998275
## 283 1.33600667 0.94261267 1.18883008 1.14102965 0.95284378 1.24856488
## 284 1.61221372 1.21130664 1.49352103 1.43524102 1.22370352 1.55498680
## 285 1.52969564 1.12198037 1.39055842 1.33759845 1.13838342 1.44679444
## 286 1.65232321 1.25519961 1.53179559 1.47440653 1.26123731 1.58380399
## 287 1.61892203 1.22043299 1.46523021 1.41786731 1.22493655 1.49674616
## 288 1.50949921 1.12264731 1.38423764 1.32965582 1.11622736 1.42268727
## 289 1.57743781 1.19219872 1.43867368 1.38961038 1.18427081 1.47093740
## 290 1.53396857 1.15412505 1.40467082 1.35421994 1.14477045 1.44314973
## 291 1.31943496 0.94385705 1.18225147 1.13434193 0.93177184 1.22490195
## 292 1.51525778 1.11425380 1.38658138 1.33195339 1.13204689 1.45507412
## 293 1.50609102 1.10747432 1.35688048 1.30860526 1.11682203 1.40625858
## 294 1.52162164 1.12881216 1.37595471 1.32753650 1.12913301 1.41614018
## 295 1.47423353 1.08466616 1.32008533 1.27570168 1.08452401 1.35810657
## 296 1.98656433 1.60570747 1.86053523 1.80875525 1.59543535 1.88469586
## 297 1.52147574 1.11816680 1.38272970 1.33022260 1.12865357 1.43360116
## 298 1.49320466 1.10999695 1.34145541 1.29658183 1.10089918 1.37034994
## 299 1.42789442 1.04515116 1.29295780 1.24305161 1.03921420 1.33806517
## 300 1.60070289 1.20600322 1.46820562 1.41448738 1.20599554 1.50710679
## 175 176 177 178 179 180
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## 176 0.43309774
## 177 0.34940988 0.30257670
## 178 0.56323368 0.20918598 0.41730512
## 179 0.37372824 0.37536020 0.14063436 0.45867826
## 180 0.44236963 0.77410866 0.53112575 0.88988722 0.49678630
## 181 0.35191809 0.69424939 0.46516304 0.81002951 0.41715940 0.16140688
## 182 2.56115632 2.33858606 2.50478921 2.35533696 2.62691595 2.82822961
## 183 2.07518594 1.95833122 2.05646452 1.99864628 2.17717767 2.25777441
## 184 2.48342683 2.25807399 2.45810447 2.26992043 2.57804755 2.78980897
## 185 2.35668075 2.15774143 2.31868257 2.18298535 2.44153573 2.61368242
## 186 2.29353822 2.10550369 2.25382681 2.14577475 2.37809847 2.53574083
## 187 2.46003629 2.25455506 2.42311248 2.27547323 2.54607534 2.73209357
## 188 2.52517687 2.33488851 2.50363470 2.36508908 2.62760974 2.79599743
## 189 2.12604005 2.00066195 2.18722969 2.02145031 2.30373487 2.42863767
## 190 1.86267250 1.82924135 1.90692568 1.89469102 2.02398716 2.02261544
## 191 2.35764377 2.18462793 2.27469510 2.23722636 2.39556826 2.51908025
## 192 2.36787947 2.18071674 2.35109737 2.19841380 2.47277237 2.63752623
## 193 2.39035410 2.18922265 2.37073166 2.20268129 2.49189490 2.67613876
## 194 2.51465447 2.31787964 2.44731753 2.35050686 2.57035234 2.73332554
## 195 2.45470489 2.24254581 2.40963808 2.26631304 2.53276370 2.72401070
## 196 1.97869306 1.94655546 1.96688913 2.01406333 2.08018615 2.05941741
## 197 1.97884207 1.95742424 1.95718074 2.02896457 2.06489808 2.02016705
## 198 1.93080545 1.88569685 1.95560341 1.94393674 2.07168571 2.07511901
## 199 2.38583524 2.17812447 2.36337249 2.19360884 2.48414561 2.67049785
## 200 2.55007662 2.34841161 2.50098141 2.38245855 2.62526752 2.79969006
## 201 2.34214041 2.18540082 2.26042163 2.23109705 2.38079562 2.49730184
## 202 2.31953900 2.12307115 2.29403088 2.14681497 2.41682491 2.59199899
## 203 2.49844382 2.28226389 2.45714350 2.30295913 2.57964891 2.77719477
## 204 2.44016766 2.22509859 2.40511419 2.24336754 2.52735405 2.72705676
## 205 2.50277374 2.30268567 2.43871091 2.33497356 2.56206298 2.72993502
## 206 2.48267786 2.28685062 2.42164278 2.32156572 2.54508134 2.70638465
## 207 2.06176218 1.98270455 2.04797120 2.04244707 2.16751639 2.20071086
## 208 2.27596116 2.12525028 2.24721387 2.17242247 2.37124644 2.48440273
## 209 2.42581815 2.25244862 2.38376131 2.28829916 2.50769865 2.64668077
## 210 2.47283485 2.29261460 2.43313178 2.32684122 2.55723104 2.70591981
## 211 2.04505519 1.94745939 2.10689931 1.97390560 2.22378355 2.31353152
## 212 2.06645018 1.94920622 2.10314694 1.97784322 2.22318516 2.32807631
## 213 2.98252586 2.85707779 2.90354845 2.80774865 2.95646386 3.01184098
## 214 3.30426386 3.21260469 3.20448720 3.16822151 3.23792929 3.24610443
## 215 2.80563869 2.70658761 2.74120045 2.65855783 2.79038878 2.82180545
## 216 2.86672422 2.75221600 2.76656020 2.71264868 2.81658093 2.85351298
## 217 2.67659756 2.56438061 2.63460501 2.50752348 2.69521012 2.75462461
## 218 2.75397498 2.69521608 2.70231662 2.62664664 2.74292084 2.74931827
## 219 3.30101254 3.23796965 3.20022896 3.20386800 3.23071051 3.20221716
## 220 3.22772845 3.11106941 3.12355524 3.06267733 3.16427242 3.20210736
## 221 3.16128982 3.13901256 3.11250488 3.09909724 3.13190743 3.07360422
## 222 3.07031097 2.99879225 2.95759558 2.98188476 3.00326889 2.97750382
## 223 3.09699853 3.06108226 2.99429161 3.04988964 3.02944918 2.96256492
## 224 2.76144922 2.68967900 2.70665103 2.64049970 2.74913871 2.75428629
## 225 3.03724026 2.87716692 2.93081088 2.83118282 2.99124420 3.07830161
## 226 2.87214437 2.73911715 2.78060458 2.68323265 2.83199455 2.89947075
## 227 2.81345027 2.71311074 2.75608330 2.65159272 2.79924101 2.84174995
## 228 2.70685369 2.65594586 2.68791412 2.60391737 2.72607097 2.71971422
## 229 2.62489192 2.54516896 2.55517382 2.51113020 2.60660616 2.61192406
## 230 3.25709040 3.17095047 3.13751025 3.17377494 3.19003848 3.16744396
## 231 2.94909115 2.81226280 2.86602396 2.75218186 2.91412485 2.98829482
## 232 3.10792755 2.99207739 3.01905312 2.95123553 3.06590993 3.10237402
## 233 3.25180801 3.21283972 3.17488851 3.21313581 3.21284717 3.14305805
## 234 2.92657391 2.90776418 2.88570569 2.83323992 2.90660621 2.87451465
## 235 2.82386951 2.82823682 2.78730194 2.80607135 2.81609606 2.72456525
## 236 3.10514468 3.06014169 3.04300390 3.01192719 3.06751811 3.03670345
## 237 2.78723620 2.61637531 2.71551496 2.56310681 2.78373283 2.89771285
## 238 2.98008684 2.94545363 2.90461787 2.91599611 2.93598450 2.88203229
## 239 2.86900528 2.80699408 2.83292835 2.76002502 2.87440376 2.86930694
## 240 2.96573956 2.71919417 2.84149231 2.71187247 2.93097610 3.10461767
## 241 2.98622707 2.73462947 2.87310537 2.71744906 2.96090518 3.14521822
## 242 2.59992161 2.39972495 2.46250356 2.38562395 2.53857602 2.66204309
## 243 2.56988694 2.40416040 2.44172361 2.39502597 2.50420520 2.58718467
## 244 2.56117365 2.34079324 2.41109085 2.32227558 2.48883215 2.63714039
## 245 2.91359436 2.67834095 2.78114006 2.67377842 2.86634194 3.02400394
## 246 2.50071108 2.31074743 2.37047764 2.29841158 2.44316371 2.55650434
## 247 2.55815213 2.37199011 2.42684899 2.36115400 2.50183471 2.60938171
## 248 3.20532378 3.13573564 3.12359479 3.08958724 3.15395104 3.14319797
## 249 2.63879367 2.42637708 2.49552272 2.40684579 2.57183174 2.71014047
## 250 2.50540428 2.30607803 2.38200182 2.29282243 2.45817364 2.58336466
## 251 2.45973044 2.25834530 2.33192830 2.24843139 2.41064345 2.53786982
## 252 2.55107074 2.37404972 2.40882461 2.36489872 2.47652364 2.57187966
## 253 3.39419367 3.15950952 3.22247433 3.17310039 3.30765036 3.45247117
## 254 3.39217623 3.14743014 3.20959868 3.15993046 3.29588281 3.45406365
## 255 3.43367619 3.20097030 3.25461350 3.21559898 3.33990286 3.48245030
## 256 2.60773121 2.40490991 2.46728817 2.39029712 2.54255500 2.66868571
## 257 2.53730831 2.34451789 2.39611473 2.33468999 2.46994252 2.58419427
## 258 2.56807906 2.38414802 2.43342623 2.37454583 2.50717775 2.61113644
## 259 2.48383257 2.28983202 2.34914629 2.28218015 2.42809797 2.54534074
## 260 2.61929197 2.42164509 2.48278506 2.40486941 2.55613893 2.67703169
## 261 2.58823209 2.40085231 2.45002637 2.38647960 2.52171666 2.63052111
## 262 2.65001682 2.48899433 2.52116856 2.48766389 2.58619413 2.65917248
## 263 2.99749950 2.73855240 2.86717776 2.73042736 2.95782488 3.14605365
## 264 2.62526480 2.46190037 2.47573184 2.46088773 2.54344634 2.61901123
## 265 3.43105357 3.21548074 3.27683941 3.23319908 3.36089110 3.48115561
## 266 2.57848456 2.42060645 2.46865205 2.41442504 2.53276550 2.60755377
## 267 2.95840559 2.73421377 2.86492217 2.72657756 2.94637897 3.09792526
## 268 3.06287091 2.82126305 2.95667236 2.81486654 3.04398756 3.21315571
## 269 2.89011986 2.66065948 2.79130166 2.65737102 2.88067729 3.03779303
## 270 2.84891235 2.61479581 2.74131916 2.61330945 2.82988701 2.99082191
## 271 3.25709040 3.17095047 3.13751025 3.17377494 3.19003848 3.16744396
## 272 1.40356644 1.75003591 1.51039839 1.86984144 1.50565129 1.04031136
## 273 1.35889268 1.74038700 1.51516858 1.85679798 1.50384924 1.01700964
## 274 1.32049063 1.69179696 1.45551406 1.80441722 1.43882835 0.95454384
## 275 1.32062348 1.69400499 1.47742285 1.80113871 1.46974458 0.99046498
## 276 1.10941459 1.49357633 1.27288541 1.60288212 1.26127124 0.77886673
## 277 1.63615716 1.98433433 1.73379959 2.08733785 1.71210505 1.24465832
## 278 1.73675263 2.11455623 1.86978012 2.23246970 1.84998897 1.37157217
## 279 1.59520453 1.96875525 1.74553698 2.08654886 1.73985451 1.25733570
## 280 1.44338796 1.80398712 1.55669825 1.92706765 1.54045104 1.06558505
## 281 1.12695245 1.46096810 1.25607679 1.57659603 1.27397899 0.83875350
## 282 1.36431040 1.72973821 1.50701565 1.84789985 1.50342489 1.02407393
## 283 1.20294574 1.55593752 1.33209866 1.66318705 1.32247461 0.84906244
## 284 1.51391586 1.85423628 1.61461987 1.96791743 1.60850057 1.14534342
## 285 1.39588658 1.75385987 1.52825896 1.86359043 1.52561081 1.05618513
## 286 1.55253701 1.90096613 1.65978281 2.01805670 1.65231130 1.18432339
## 287 1.46214207 1.84410394 1.62606138 1.96124415 1.62220708 1.14163927
## 288 1.40872701 1.77023094 1.52620840 1.88652653 1.51433680 1.04393568
## 289 1.46188560 1.82973066 1.59094447 1.94333583 1.57570982 1.09452758
## 290 1.43918453 1.79457127 1.54753087 1.90264051 1.52839526 1.05496019
## 291 1.21765464 1.57431484 1.33084309 1.68112983 1.31040686 0.83290637
## 292 1.40331881 1.74021035 1.50962274 1.84959078 1.50361367 1.04017934
## 293 1.36370097 1.72646981 1.50343532 1.83851585 1.49783454 1.01892158
## 294 1.39022242 1.75793484 1.52828173 1.87167724 1.51722312 1.03464095
## 295 1.33374204 1.70457318 1.47850513 1.81135082 1.46561790 0.98370576
## 296 1.88780455 2.25145188 2.00548057 2.36996120 1.98949764 1.51365726
## 297 1.39201838 1.75327656 1.52439921 1.86490246 1.51890121 1.04583906
## 298 1.35870666 1.73468292 1.50436632 1.84897468 1.48941229 1.00158651
## 299 1.32270841 1.67763456 1.43693149 1.78884039 1.42013106 0.94219887
## 300 1.48236064 1.84844737 1.61283359 1.96762067 1.60518705 1.12977419
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## 182 2.83021706
## 183 2.29784092 0.86688465
## 184 2.78088677 0.40479031 0.98491256
## 185 2.62422135 0.30759303 0.61855672 0.40684656
## 186 2.54963329 0.39524356 0.56409824 0.53482017 0.17890074
## 187 2.73442173 0.17268872 0.76927192 0.32652417 0.19705388 0.30982715
## 188 2.80018969 0.27820701 0.80347798 0.33852086 0.25816155 0.33737433
## 189 2.42790708 0.95842845 0.85144309 0.72161806 0.74310075 0.80973816
## 190 2.07318819 1.24538177 0.45344715 1.26645209 0.96747102 0.90032639
## 191 2.55685398 0.76076571 0.60007687 1.03781773 0.65668827 0.53346617
## 192 2.64669122 0.42448261 0.64833011 0.36645269 0.20368865 0.35167919
## 193 2.67730814 0.37243712 0.76147888 0.24376104 0.24411310 0.39909084
## 194 2.75216856 0.35938790 0.68517681 0.70891090 0.38379719 0.34063590
## 195 2.72596860 0.14054701 0.78610110 0.35300624 0.20932179 0.28711597
## 196 2.12984937 1.36697162 0.54615395 1.51680057 1.14115282 1.04561076
## 197 2.10447777 1.53036600 0.71344500 1.67565361 1.29737293 1.20000571
## 198 2.13170004 1.22945645 0.38850224 1.28237838 0.95603326 0.89249317
## 199 2.67333938 0.42031702 0.78073977 0.23577824 0.25645252 0.40224759
## 200 2.80790312 0.20660545 0.79867008 0.50937173 0.30315832 0.30080021
## 201 2.53352355 0.80890869 0.59487841 1.12346335 0.74255887 0.63906503
## 202 2.59718473 0.35244837 0.66054280 0.32901267 0.12643270 0.25359993
## 203 2.77587443 0.14661704 0.85656938 0.28612761 0.26303437 0.36072707
## 204 2.72314790 0.22253987 0.84633651 0.23211850 0.26432015 0.37540462
## 205 2.74602493 0.30572217 0.69517708 0.64804853 0.33442997 0.29829143
## 206 2.72486184 0.33799161 0.65540733 0.65119400 0.31327321 0.26285925
## 207 2.25409066 1.06657692 0.26029939 1.20882457 0.83136516 0.73888512
## 208 2.51290237 0.59232467 0.35811883 0.75115961 0.36216939 0.26101370
## 209 2.66925311 0.41401511 0.51551081 0.65604560 0.27319605 0.23094239
## 210 2.72366335 0.33074125 0.60191090 0.57880181 0.23242729 0.22195250
## 211 2.32739476 1.01371223 0.67580863 0.86236880 0.75912583 0.79979483
## 212 2.34251312 0.84828533 0.53141735 0.75119099 0.59220702 0.62504446
## 213 3.10112233 2.71869015 2.26472092 2.70744203 2.51677081 2.55717153
## 214 3.35354854 3.32600283 2.81283673 3.35013506 3.12401212 3.14199164
## 215 2.91449679 2.72239980 2.20694319 2.70352897 2.50389499 2.53812660
## 216 2.95315216 2.72126522 2.21246304 2.75111126 2.51814662 2.53707263
## 217 2.83181402 2.41547881 1.93863053 2.36761743 2.19935311 2.25555411
## 218 2.84286733 2.85691580 2.28208021 2.85767107 2.64496267 2.68473798
## 219 3.32022045 3.41820701 2.85058988 3.46871401 3.21185131 3.21560836
## 220 3.30217726 3.10734726 2.63545523 3.12753875 2.91360475 2.93968786
## 221 3.18628397 3.56423375 2.96013135 3.54552809 3.32738929 3.34015120
## 222 3.09795250 3.00241740 2.42279767 3.09657054 2.80453690 2.79401125
## 223 3.09165318 3.25360776 2.62558550 3.34137025 3.04283593 3.02311726
## 224 2.85197601 2.84471553 2.28292870 2.82675017 2.61823416 2.64740864
## 225 3.16399783 2.55581333 2.16763397 2.57541821 2.37763392 2.41684616
## 226 2.98710215 2.66110208 2.20250537 2.66045393 2.46359504 2.50275342
## 227 2.92787319 2.81962229 2.32192291 2.77702196 2.60207132 2.64575541
## 228 2.81054109 2.92277338 2.35861394 2.85756458 2.68175274 2.71793183
## 229 2.71402388 2.61606306 2.03458355 2.62855255 2.38992438 2.40541050
## 230 3.28859335 3.01279569 2.47973971 3.12013827 2.82341894 2.80076944
## 231 3.07157597 2.76293964 2.33121257 2.73488082 2.56360247 2.60946048
## 232 3.19998523 2.93725892 2.46544360 2.93889874 2.73332802 2.76032157
## 233 3.26898809 3.34395393 2.74708094 3.38570756 3.11740162 3.10129251
## 234 2.97348306 3.33048758 2.72402696 3.32144253 3.11157587 3.14544420
## 235 2.84574984 3.23264076 2.56510155 3.23444025 2.98532873 2.98421992
## 236 3.14522670 3.39818858 2.81692984 3.38933991 3.17177249 3.19091079
## 237 2.96488073 2.24351599 1.89839373 2.19271060 2.05141395 2.11435791
## 238 3.00179492 3.22560338 2.60230621 3.25988051 3.00022501 3.00084336
## 239 2.96568505 2.95070835 2.39691570 2.90969580 2.71798891 2.75170084
## 240 3.15902714 1.78046971 1.71949951 1.80065632 1.66042969 1.68996415
## 241 3.19392581 1.81309551 1.77982931 1.78962547 1.69069756 1.73862992
## 242 2.73920136 1.99997757 1.64763432 2.05554285 1.82426092 1.82786281
## 243 2.67625697 2.32700872 1.89013928 2.35581861 2.12480382 2.11690051
## 244 2.70782550 1.91273232 1.60366253 1.97568400 1.75054502 1.75610729
## 245 3.08652337 1.89575288 1.75214224 1.93283685 1.76018862 1.77524935
## 246 2.63557181 2.05603968 1.66440238 2.09040783 1.86341003 1.86322221
## 247 2.69067854 2.03270358 1.63846643 2.08637895 1.84608252 1.84520495
## 248 3.25168102 3.33768228 2.78884492 3.34805610 3.12387434 3.14295561
## 249 2.78358404 1.98108534 1.66537154 2.03872017 1.81654677 1.82616918
## 250 2.65671494 1.97181061 1.61448410 1.99116648 1.78003099 1.78705176
## 251 2.61090859 1.89759764 1.53564110 1.93138598 1.70786200 1.70966542
## 252 2.65948601 2.19541625 1.77055952 2.25613254 2.00691035 1.99587966
## 253 3.52464946 2.19892070 2.12376743 2.35329723 2.13122221 2.11187147
## 254 3.52255221 2.15004565 2.11170041 2.32593048 2.10205752 2.08000837
## 255 3.55606754 2.22269342 2.14705288 2.40284555 2.16643335 2.14174575
## 256 2.74557802 2.01710260 1.67097656 2.07291381 1.84342337 1.84653433
## 257 2.66491844 2.04399576 1.65865944 2.10359287 1.86178440 1.85595800
## 258 2.69430744 2.06942934 1.66883576 2.12823553 1.88361976 1.87946446
## 259 2.62313957 1.91338905 1.52817339 1.97458330 1.72882693 1.72417760
## 260 2.75530936 2.06647276 1.70825325 2.11484402 1.88854277 1.89409309
## 261 2.71316087 2.10433754 1.71122802 2.16237316 1.92210317 1.92125388
## 262 2.75151147 2.32825485 1.89248519 2.37423829 2.13036650 2.11655961
## 263 3.19589524 1.73953186 1.73574806 1.76382348 1.63736758 1.66888713
## 264 2.71393240 2.25187450 1.80384624 2.34761277 2.07092366 2.04810939
## 265 3.55931814 2.29644029 2.16849494 2.42519478 2.20332812 2.18519569
## 266 2.69545460 2.31720090 1.87833408 2.32400935 2.10507792 2.10126416
## 267 3.15372329 2.04482742 1.91205158 1.98406883 1.88253615 1.91689267
## 268 3.26504188 1.91627894 1.87222875 1.88487548 1.78652612 1.82379145
## 269 3.09204536 1.79382696 1.68828917 1.76503589 1.64239844 1.67538488
## 270 3.04544280 1.79290728 1.68183415 1.77480635 1.64267884 1.66807683
## 271 3.28859335 3.01279569 2.47973971 3.12013827 2.82341894 2.80076944
## 272 1.17020743 3.25170071 2.51205306 3.28121604 3.01652538 2.91385906
## 273 1.13386919 3.31676778 2.58183692 3.31901067 3.07522197 2.97978441
## 274 1.07706225 3.31523522 2.58590266 3.32165290 3.07616965 2.98106384
## 275 1.11595910 3.24453663 2.49672396 3.24217224 2.99753702 2.90792117
## 276 0.89441259 3.15491403 2.44351065 3.14430495 2.91590363 2.82780631
## 277 1.37551337 3.54013029 2.78154705 3.57008459 3.30092620 3.20315237
## 278 1.47852111 3.65596744 2.91497296 3.68332089 3.42345925 3.31922765
## 279 1.37892691 3.42146678 2.65898938 3.43717582 3.17669974 3.07738148
## 280 1.18331776 3.39304603 2.67007965 3.41684250 3.16114626 3.05672602
## 281 0.97248133 2.89842526 2.15892877 2.90990534 2.65634031 2.56312148
## 282 1.15196531 3.24164448 2.49465972 3.25054783 2.99729487 2.90025264
## 283 0.98794740 3.16045520 2.42399679 3.15874211 2.91408104 2.82423983
## 284 1.28119310 3.32120729 2.56317581 3.35467141 3.08197216 2.98068326
## 285 1.18636823 3.23488904 2.47906076 3.25199590 2.99244324 2.89773667
## 286 1.31440228 3.37368651 2.61977820 3.40759720 3.13639014 3.03312637
## 287 1.25570067 3.32699499 2.57912951 3.33535245 3.08519303 2.98865998
## 288 1.16247016 3.32815788 2.59909213 3.35382220 3.09699835 2.99625885
## 289 1.21734646 3.39764978 2.65529997 3.41394726 3.15864116 3.06044065
## 290 1.18314581 3.39121651 2.65117395 3.41203708 3.15405326 3.05696609
## 291 0.96412272 3.25221460 2.53262117 3.25792428 3.01461956 2.92221977
## 292 1.18322605 3.24116838 2.48207263 3.25995049 2.99498045 2.89913768
## 293 1.15090154 3.25880940 2.50677476 3.26325077 3.01118019 2.91756390
## 294 1.16165984 3.31462643 2.56949744 3.32340794 3.07133869 2.97546868
## 295 1.11061626 3.29147313 2.54769595 3.29246622 3.04650145 2.95556886
## 296 1.63257239 3.71342503 2.95142136 3.75266941 3.47718133 3.36999765
## 297 1.17385638 3.25919761 2.50926214 3.27603620 3.01833281 2.92249175
## 298 1.12338017 3.33850754 2.60278307 3.34087225 3.09592196 3.00086846
## 299 1.07501782 3.29674609 2.56309091 3.30775189 3.05635435 2.96064755
## 300 1.24952460 3.35243217 2.61023399 3.37636525 3.11658604 3.01499820
## 187 188 189 190 191 192
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## 188 0.16201141
## 189 0.79128040 0.76910907
## 190 1.11500422 1.11372855 0.87711495
## 191 0.77074044 0.81128837 1.26536560 0.96167899
## 192 0.27980884 0.29729996 0.58321027 0.94978543 0.82520291
## 193 0.22883700 0.26702542 0.60280958 1.05854277 0.89856413 0.13890550
## 194 0.40755716 0.46513075 1.08997954 1.09603307 0.42976431 0.55914450
## 195 0.08261712 0.19709541 0.84942959 1.13799041 0.73119018 0.33866091
## 196 1.28552329 1.30994446 1.29495049 0.48979278 0.84283287 1.18936312
## 197 1.45557312 1.47999316 1.45581164 0.62243179 0.94707603 1.34945681
## 198 1.11165100 1.11863797 0.94606897 0.14745727 0.89582238 0.94804121
## 199 0.29690187 0.31187045 0.61597583 1.06488933 0.89848203 0.16681740
## 200 0.23769769 0.25303655 0.97847504 1.16159258 0.63636642 0.45892234
## 201 0.81944690 0.88113524 1.30453602 0.96947573 0.28665512 0.89467879
## 202 0.19969849 0.24445207 0.63843558 0.96874532 0.76645428 0.14700593
## 203 0.09812582 0.18423792 0.84246867 1.19740909 0.81474012 0.34838138
## 204 0.11797303 0.20714698 0.76750524 1.16941556 0.85959647 0.31115113
## 205 0.35043821 0.40879635 1.04873841 1.09768079 0.46877311 0.51442394
## 206 0.36124456 0.40719239 1.02594165 1.05391042 0.43608988 0.49461185
## 207 0.97873992 0.99589886 1.04649230 0.39670398 0.62193095 0.88098087
## 208 0.50674388 0.51128056 0.84405321 0.71164721 0.44177313 0.46275172
## 209 0.36678439 0.39003286 0.90477066 0.90706491 0.46469552 0.40923680
## 210 0.28412815 0.29749402 0.88986709 0.97863113 0.53977428 0.37224040
## 211 0.84841339 0.83558435 0.25429370 0.64929051 1.17233512 0.61938095
## 212 0.68586642 0.68499404 0.32680546 0.61126777 0.99847445 0.47586749
## 213 2.68075615 2.73015936 2.55709488 2.29012043 2.46771748 2.47907666
## 214 3.29519823 3.34918333 3.19743595 2.81132201 2.97233477 3.10862495
## 215 2.67196847 2.72234351 2.49389866 2.19197758 2.45548163 2.46113515
## 216 2.68901375 2.74582887 2.61166719 2.23553054 2.37984561 2.50507957
## 217 2.35564204 2.40504258 2.13179451 1.93819938 2.24768939 2.13086574
## 218 2.79966518 2.86487287 2.57923137 2.25002453 2.60385969 2.59136803
## 219 3.38652836 3.44099031 3.29886479 2.83160308 3.00393773 3.20675872
## 220 3.08076223 3.13593836 3.00264098 2.66091120 2.78691696 2.89631806
## 221 3.50472382 3.55089919 3.26769214 2.86419081 3.21597142 3.29043948
## 222 2.97896509 3.03321249 2.96549260 2.43269109 2.53030860 2.81965047
## 223 3.22148561 3.27392660 3.16630461 2.59128956 2.75480863 3.05699446
## 224 2.78745226 2.83964992 2.57484012 2.23729899 2.55987558 2.57326884
## 225 2.53733340 2.59103685 2.51432611 2.25311241 2.29506349 2.35951109
## 226 2.62600440 2.68524744 2.51645700 2.23877865 2.40446675 2.43182866
## 227 2.76477758 2.81863548 2.54623311 2.29870355 2.59844260 2.54777673
## 228 2.84879293 2.89320635 2.54060382 2.26706341 2.69235982 2.61517806
## 229 2.56453202 2.61718949 2.40853081 2.00512231 2.27579085 2.36325800
## 230 3.00013840 3.04111716 3.05001975 2.50802425 2.50388526 2.85552218
## 231 2.72437207 2.77948006 2.58379455 2.35723837 2.54296794 2.52224999
## 232 2.90339647 2.95045881 2.80002053 2.47854260 2.63225502 2.70910936
## 233 3.30331468 3.33557227 3.20268957 2.68547188 2.87797199 3.11861437
## 234 3.26751029 3.33361772 3.00181203 2.65032466 3.06019078 3.05630682
## 235 3.16614145 3.20932317 2.92697192 2.44424964 2.83870201 2.95442988
## 236 3.34490792 3.39704909 3.13651548 2.75070207 3.06558445 3.13603929
## 237 2.20427042 2.25253419 2.08228525 1.96973086 2.11211503 1.99803694
## 238 3.17799959 3.23007389 3.02692927 2.54118226 2.81427019 2.98509848
## 239 2.88718306 2.93042132 2.63591085 2.33195038 2.69026694 2.66151441
## 240 1.80089004 1.83267644 2.01533105 1.93161843 1.60995963 1.69321469
## 241 1.82521174 1.85538432 1.98540153 1.98052367 1.72238264 1.70044847
## 242 1.99418519 2.05217630 2.09499959 1.78037684 1.65093329 1.85756067
## 243 2.30450044 2.35625775 2.31364637 1.94122951 1.94164154 2.14915780
## 244 1.91493017 1.98119626 2.05191181 1.76532926 1.58112157 1.79222600
## 245 1.91187863 1.94859408 2.10817206 1.94116573 1.64665415 1.80055771
## 246 2.03882411 2.09484193 2.08632630 1.75960710 1.70392567 1.88996797
## 247 2.02024267 2.07608786 2.09479039 1.74898270 1.66349475 1.87653011
## 248 3.29610567 3.34911911 3.14684576 2.75795878 2.99311337 3.09819769
## 249 1.98143713 2.04309975 2.10314704 1.81827714 1.65553265 1.85083048
## 250 1.95368166 2.00672636 1.99870435 1.71970190 1.65766480 1.80089927
## 251 1.88202552 1.93776534 1.95057472 1.65253892 1.56383332 1.73692281
## 252 2.18304766 2.24187403 2.25080159 1.85899868 1.78747477 2.04447859
## 253 2.26007991 2.29526570 2.64916730 2.36723046 1.82043660 2.22749351
## 254 2.22212028 2.26401835 2.65565764 2.37846095 1.77178491 2.21011759
## 255 2.29071779 2.32983180 2.71029809 2.40217118 1.81861406 2.27178382
## 256 2.01274537 2.07151089 2.11765070 1.80492462 1.66793720 1.87834835
## 257 2.03525360 2.09428967 2.12671515 1.77380134 1.66223346 1.90032805
## 258 2.05813601 2.11438491 2.13730797 1.77658486 1.68622085 1.91727141
## 259 1.90280443 1.96132243 1.99936272 1.65385205 1.53821303 1.76669574
## 260 2.05872146 2.11647496 2.14270237 1.83082298 1.72335656 1.91760047
## 261 2.09472461 2.15378858 2.17375533 1.82235371 1.73080322 1.95439061
## 262 2.31054204 2.35790616 2.35032215 1.95189652 1.91426531 2.16226009
## 263 1.76929934 1.80297324 2.02134068 1.96787679 1.59538231 1.67727042
## 264 2.24634366 2.30491574 2.35446032 1.89858986 1.78449991 2.12198444
## 265 2.34257241 2.36610122 2.67127365 2.37553030 1.91239482 2.28406036
## 266 2.28675315 2.33011126 2.25910220 1.91078059 1.95557481 2.11804171
## 267 2.03320784 2.04954176 2.08329810 2.03538455 1.90787325 1.87914823
## 268 1.92454891 1.94128868 2.07190100 2.04914829 1.80047700 1.79849402
## 269 1.79119928 1.80995219 1.91031349 1.85291358 1.64934594 1.65157452
## 270 1.79367101 1.81697922 1.93054487 1.84936294 1.62238484 1.66253323
## 271 3.00013840 3.04111716 3.05001975 2.50802425 2.50388526 2.85552218
## 272 3.14988872 3.18931938 2.85407225 2.20135304 2.78218605 3.04431397
## 273 3.20583887 3.24162835 2.85349349 2.24858572 2.88951960 3.08903868
## 274 3.20824770 3.24891355 2.87218190 2.26609482 2.88177412 3.09410781
## 275 3.13205681 3.16902637 2.76626853 2.16124968 2.82242631 3.00543783
## 276 3.04394787 3.08653912 2.68324789 2.12307991 2.76282593 2.92628009
## 277 3.43909617 3.48083832 3.13096398 2.47047385 3.05911346 3.32428898
## 278 3.55043223 3.58461724 3.23094147 2.58867766 3.19241291 3.44685221
## 279 3.31031976 3.33992710 2.96407919 2.31576273 2.96398617 3.19095833
## 280 3.29116704 3.33051363 2.99115111 2.35893297 2.93215665 3.19036220
## 281 2.79055493 2.83091376 2.46551169 1.84164454 2.46880318 2.67322084
## 282 3.13212362 3.16695439 2.79166211 2.16218546 2.79681010 3.01336823
## 283 3.05272223 3.09470769 2.70847215 2.10513249 2.73094563 2.92798371
## 284 3.21967992 3.25831232 2.92201693 2.24989097 2.83685648 3.10792929
## 285 3.12698811 3.16476736 2.79331726 2.15320002 2.78612787 3.00799716
## 286 3.27157943 3.30867414 2.97305081 2.30364069 2.89087379 3.16305803
## 287 3.21409133 3.24572293 2.85805633 2.23720287 2.89498357 3.09677084
## 288 3.22532936 3.26649097 2.91997768 2.28901806 2.87620032 3.12257992
## 289 3.29150066 3.32976099 2.96368093 2.33257344 2.94537680 3.17853437
## 290 3.28865561 3.33149058 2.97495031 2.34085038 2.93275066 3.17694053
## 291 3.14866448 3.19503216 2.82435105 2.22789918 2.82139344 3.03486022
## 292 3.13705578 3.17641585 2.81908729 2.16438073 2.77101932 3.01512437
## 293 3.14878638 3.18486218 2.79968197 2.17414704 2.81632149 3.02415350
## 294 3.20618074 3.24326393 2.86591791 2.24111362 2.87010987 3.08757052
## 295 3.18144463 3.22049564 2.82662653 2.21910180 2.86239387 3.05789884
## 296 3.61024511 3.64170138 3.30592039 2.62493972 3.21711655 3.50361128
## 297 3.15183539 3.18996292 2.82080548 2.18499295 2.81119740 3.03543703
## 298 3.22910588 3.26657313 2.88123353 2.27366228 2.90528343 3.11103152
## 299 3.19267767 3.23506952 2.87049663 2.25040139 2.84830993 3.07757559
## 300 3.24660479 3.28268983 2.92918120 2.28704348 2.89521838 3.13901612
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## 194 0.59211374
## 195 0.29113706 0.36982746
## 196 1.30092235 1.10883410 1.29064655
## 197 1.46542937 1.26119371 1.45645381 0.22666315
## 198 1.06527056 1.05447315 1.13322474 0.39737123 0.52482984
## 199 0.12674036 0.62400346 0.33770934 1.31726975 1.46795564 1.07053337
## 200 0.44898211 0.25688711 0.18999068 1.26554615 1.42813082 1.14757223
## 201 0.96039028 0.47795420 0.79093290 0.78707527 0.92650240 0.90099659
## 202 0.15073914 0.49520477 0.23577154 1.18952821 1.35179101 0.97369849
## 203 0.27182490 0.44444013 0.08782990 1.36833185 1.53502864 1.19699240
## 204 0.21124507 0.50816680 0.14146616 1.36579538 1.53497728 1.17620205
## 205 0.53964415 0.06423803 0.30871113 1.13670050 1.29093769 1.06286301
## 206 0.53311677 0.08918713 0.32345203 1.09857281 1.24902969 1.01792163
## 207 0.99468870 0.82678984 0.98597919 0.31850884 0.49322880 0.30817405
## 208 0.56320185 0.40407857 0.50723426 0.81760097 0.97538342 0.68240272
## 209 0.48444029 0.22733284 0.36409723 0.98552361 1.14608844 0.87196453
## 210 0.42645721 0.22454586 0.28199655 1.08062387 1.24411846 0.95288481
## 211 0.68576228 1.06452614 0.90402094 1.07530262 1.23195765 0.71411263
## 212 0.55084098 0.88017329 0.73797189 0.98354080 1.15393176 0.65863518
## 213 2.57317735 2.62493983 2.69784515 2.27957889 2.16248778 2.19588021
## 214 3.20776286 3.18971257 3.30489961 2.72308490 2.56730705 2.71223155
## 215 2.55788639 2.62388554 2.69135517 2.18872407 2.06759922 2.10425107
## 216 2.60425971 2.58686332 2.69887118 2.15641168 2.01593929 2.13329082
## 217 2.22203932 2.35592120 2.38451361 2.00079248 1.92096409 1.85791512
## 218 2.68613517 2.75590890 2.82709387 2.21925773 2.11445067 2.16310498
## 219 3.31200855 3.25217767 3.39431154 2.69836064 2.52776924 2.72911503
## 220 2.99193914 2.98435085 3.09082459 2.58787897 2.44470794 2.56003337
## 221 3.39245249 3.43769634 3.52157823 2.82716888 2.66844160 2.78732324
## 222 2.92992530 2.80286565 2.98196371 2.24213488 2.06625047 2.31838099
## 223 3.16936137 3.04620919 3.22458426 2.39662331 2.20824178 2.48488699
## 224 2.67172424 2.73899455 2.80839564 2.22649227 2.09947056 2.15343912
## 225 2.45061880 2.45302151 2.54767923 2.20879454 2.09581596 2.14820969
## 226 2.52314988 2.56490701 2.64149732 2.21231773 2.09715792 2.14289088
## 227 2.63774341 2.74491315 2.78727686 2.32647368 2.21658406 2.21957665
## 228 2.70932312 2.84698891 2.87559284 2.32641980 2.21321987 2.20259793
## 229 2.46697312 2.48276531 2.58012191 1.95317736 1.81514581 1.91176072
## 230 2.96766764 2.79683522 2.99570055 2.30481695 2.11998870 2.39155438
## 231 2.60928967 2.68760717 2.74146066 2.36612461 2.25567932 2.26920499
## 232 2.80623210 2.82263462 2.91513205 2.43742019 2.29885277 2.38262693
## 233 3.23235996 3.15850905 3.30758050 2.56391316 2.37483826 2.59041963
## 234 3.14963799 3.22747606 3.29492990 2.61612441 2.49922809 2.57318040
## 235 3.06376374 3.08115147 3.18305153 2.38315424 2.21809209 2.36635289
## 236 3.23595042 3.27537467 3.36201526 2.70508577 2.55420819 2.66738650
## 237 2.07981615 2.20256583 2.22479934 2.03869796 1.96759437 1.88586871
## 238 3.09281025 3.06247076 3.18993111 2.43121739 2.26270277 2.44740904
## 239 2.76008975 2.85776609 2.91118004 2.35465785 2.23064654 2.25497036
## 240 1.75787135 1.71500718 1.78660738 1.94364472 1.88969322 1.84467125
## 241 1.75828518 1.78756698 1.81752098 2.03936375 1.99648170 1.90172657
## 242 1.94484429 1.86362499 1.98481143 1.70364146 1.59237402 1.67761931
## 243 2.24071122 2.18540026 2.29669493 1.87225535 1.72950495 1.84902548
## 244 1.87248202 1.78364407 1.90224829 1.68636229 1.58785525 1.66363966
## 245 1.87313042 1.79924713 1.89580485 1.91842054 1.84110863 1.84872235
## 246 1.97815111 1.92456720 2.03086736 1.70266912 1.58368500 1.66434414
## 247 1.96792660 1.88856313 2.01234594 1.66862000 1.54848909 1.64640045
## 248 3.19858197 3.20649655 3.30984419 2.68769696 2.53416173 2.66495899
## 249 1.93387493 1.85356229 1.97149417 1.74379916 1.64114994 1.71494788
## 250 1.88648600 1.85690279 1.94692958 1.69271893 1.58740815 1.62811241
## 251 1.82313265 1.77244656 1.87317551 1.60989945 1.50585675 1.55839040
## 252 2.13584153 2.03832148 2.17228418 1.75205998 1.61373354 1.75769842
## 253 2.29778907 2.02675246 2.22619032 2.20511965 2.11203308 2.25784992
## 254 2.27467202 1.97404234 2.18413546 2.19917744 2.11501453 2.26849631
## 255 2.34205933 2.03435374 2.25473533 2.20951465 2.11624348 2.28884813
## 256 1.96445575 1.88142937 2.00250685 1.72669550 1.61477661 1.70268710
## 257 1.98902459 1.89629913 2.02401336 1.68256294 1.56016878 1.67233747
## 258 2.00907268 1.91953613 2.04915497 1.68533174 1.56005893 1.67325343
## 259 1.85661635 1.76609963 1.89255976 1.57034995 1.45756029 1.55152873
## 260 2.00467900 1.93423563 2.05048088 1.75912456 1.64458223 1.72933834
## 261 2.04441683 1.95874490 2.08612386 1.73072200 1.60656774 1.71878137
## 262 2.25724105 2.17091215 2.30076735 1.86023877 1.71141119 1.85464269
## 263 1.73434395 1.68450865 1.75166882 1.98065732 1.93600855 1.88309037
## 264 2.21795867 2.06383418 2.23260938 1.73579510 1.58346920 1.78890697
## 265 2.36284324 2.12552864 2.31423112 2.23376791 2.12833513 2.26758505
## 266 2.21121939 2.18716580 2.28227797 1.87639559 1.73770565 1.82394460
## 267 1.94605590 2.01018408 2.02842046 2.12154612 2.05441631 1.96656601
## 268 1.85937093 1.88232692 1.91489565 2.11288349 2.06031739 1.97434161
## 269 1.72066346 1.74639580 1.78400131 1.91872214 1.86520646 1.77707923
## 270 1.73074395 1.73584443 1.78249155 1.90014179 1.84168192 1.77276797
## 271 2.96766764 2.79683522 2.99570055 2.30481695 2.11998870 2.39155438
## 272 3.11717849 3.06855767 3.14704366 2.11550418 2.02806972 2.23570911
## 273 3.15872156 3.15439976 3.20726602 2.21287763 2.13759404 2.29444268
## 274 3.16288952 3.15163065 3.20786920 2.21901363 2.13900117 2.30752985
## 275 3.07787426 3.08471795 3.13582675 2.13247717 2.05336715 2.20349211
## 276 2.99005033 3.01072153 3.04579898 2.11271459 2.04882030 2.17200778
## 277 3.40098226 3.35283311 3.43795525 2.37280478 2.27100380 2.49670610
## 278 3.51854607 3.47309157 3.54951737 2.50687922 2.42558867 2.62899044
## 279 3.26785191 3.24175768 3.31285437 2.25562167 2.17012701 2.35600334
## 280 3.25915607 3.21553356 3.28696719 2.28221494 2.19901198 2.39839939
## 281 2.74517536 2.73328553 2.79166029 1.79876164 1.72548217 1.88119578
## 282 3.08685574 3.07094157 3.13305562 2.11405602 2.03069201 2.20326208
## 283 2.99928659 3.00099025 3.05336245 2.07045293 1.98351182 2.14275627
## 284 3.18531901 3.13091348 3.21793836 2.15221411 2.05409974 2.27813419
## 285 3.08299857 3.06023145 3.12897860 2.09037415 2.00614338 2.18912177
## 286 3.23932040 3.18338742 3.26960218 2.20710974 2.11292768 2.33480292
## 287 3.16925070 3.15865210 3.21742003 2.19543741 2.12301399 2.28325654
## 288 3.19175876 3.15239566 3.22324015 2.21197268 2.13388338 2.32740163
## 289 3.25058298 3.22346482 3.29112985 2.26736866 2.18206016 2.37079084
## 290 3.24884034 3.21530558 3.28706974 2.26409895 2.17377817 2.37402286
## 291 3.10204903 3.09217660 3.14686757 2.17869504 2.09557137 2.26539082
## 292 3.09275578 3.06055372 3.13658363 2.08999065 1.98881232 2.19318501
## 293 3.09881171 3.09046083 3.15058631 2.13014673 2.04235682 2.21282056
## 294 3.16029345 3.14485728 3.20689708 2.18988275 2.10466560 2.28070038
## 295 3.12966262 3.12949224 3.18370658 2.18108913 2.09855711 2.25930046
## 296 3.58183665 3.51470492 3.60881639 2.51835760 2.42197165 2.65694765
## 297 3.10906977 3.08538679 3.15304357 2.12249915 2.03946627 2.22220528
## 298 3.18128211 3.17500469 3.22972660 2.23364522 2.15250810 2.31666050
## 299 3.14839872 3.12769420 3.19093937 2.19107257 2.10153637 2.28628753
## 300 3.21131370 3.17330809 3.24596281 2.21364893 2.13305551 2.32643805
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## 200 0.48254098
## 201 0.99569506 0.70634963
## 202 0.17976602 0.37315629 0.84056588
## 203 0.32023440 0.24110274 0.87584896 0.25956034
## 204 0.27268917 0.31860400 0.91438854 0.21963530 0.09195456
## 205 0.57014146 0.19909965 0.52888099 0.44284838 0.38366803 0.44832494
## 206 0.55450388 0.21866055 0.52034890 0.42774304 0.40028816 0.46068604
## 207 1.00925888 0.96312157 0.60645381 0.88130148 1.06166328 1.06069318
## 208 0.57416360 0.47599702 0.52626629 0.43513632 0.58112269 0.59534520
## 209 0.51365786 0.30611998 0.52622883 0.37629767 0.43851522 0.47544792
## 210 0.46161430 0.21780734 0.60229791 0.32945461 0.35034309 0.39532107
## 211 0.70151507 1.00854084 1.19656785 0.68442049 0.91962635 0.85649290
## 212 0.57981403 0.83588787 1.01549518 0.52735155 0.76332826 0.70612605
## 213 2.51298905 2.74812048 2.56629545 2.55613401 2.73358941 2.72123103
## 214 3.14982608 3.33977062 3.05993436 3.17352799 3.34983155 3.34255484
## 215 2.50253103 2.74747997 2.54064068 2.53699052 2.72995416 2.71171165
## 216 2.54908462 2.73591516 2.46628530 2.56818709 2.74480136 2.73715271
## 217 2.17265113 2.45736807 2.32233395 2.21968974 2.41514024 2.38967619
## 218 2.65641962 2.89323241 2.62512269 2.67137110 2.86854726 2.84312453
## 219 3.26034220 3.41842435 3.07571024 3.26663658 3.44596432 3.44118027
## 220 2.93239314 3.12866704 2.88064663 2.96312515 3.13263372 3.12608047
## 221 3.33753086 3.57147388 3.29269839 3.35879393 3.56631300 3.54582071
## 222 2.88418376 2.98710740 2.59427910 2.87144566 3.04028842 3.04383363
## 223 3.12491595 3.23080111 2.81175112 3.10570435 3.28542344 3.28555733
## 224 2.62201703 2.86678733 2.62951096 2.64807334 2.84952947 2.82792247
## 225 2.38803428 2.58586455 2.40382566 2.42954258 2.58437162 2.58146599
## 226 2.46755605 2.69552551 2.49055680 2.50375118 2.67949403 2.66593987
## 227 2.58347845 2.85704462 2.67839264 2.62609430 2.82148578 2.79712379
## 228 2.65745731 2.94933759 2.76665069 2.69537219 2.91055463 2.87941163
## 229 2.41769196 2.62496093 2.34796052 2.42992702 2.62744231 2.61201265
## 230 2.91141560 2.97956080 2.60243925 2.90041194 3.05439068 3.06834660
## 231 2.54808150 2.80301216 2.64099094 2.59713096 2.77437632 2.75767585
## 232 2.74193165 2.95480927 2.73970721 2.77877064 2.95482012 2.94654664
## 233 3.17002391 3.31489488 2.98319167 3.17389842 3.36134157 3.36060224
## 234 3.12115491 3.36502446 3.07347740 3.13299140 3.33736308 3.30785208
## 235 3.01650676 3.22408014 2.90052294 3.01901908 3.23398460 3.21437835
## 236 3.18385007 3.41325097 3.13606952 3.20573441 3.40612601 3.38695164
## 237 2.01360881 2.29278985 2.22750682 2.08005983 2.24964997 2.23267316
## 238 3.04551525 3.22204882 2.87571981 3.04628876 3.24261663 3.23090795
## 239 2.70604008 2.97226867 2.77075653 2.74228961 2.94831393 2.92464565
## 240 1.66346257 1.79683668 1.82053637 1.72698144 1.81128999 1.83119031
## 241 1.66037810 1.84656933 1.92934345 1.74401691 1.83354910 1.84562991
## 242 1.87305339 2.00553623 1.79818231 1.89083343 2.03166510 2.03794507
## 243 2.16594648 2.32242383 2.08695131 2.18191159 2.34532200 2.34445066
## 244 1.80201928 1.92613373 1.72651535 1.81858970 1.94865573 1.95572704
## 245 1.78223243 1.90190953 1.84998270 1.83047598 1.92845444 1.94739932
## 246 1.90428522 2.05921892 1.85189805 1.92260278 2.07791271 2.07841963
## 247 1.89756577 2.03278057 1.80632656 1.91107350 2.06117240 2.06562708
## 248 3.14407496 3.35195012 3.07111131 3.16650640 3.35458383 3.34190158
## 249 1.86231930 1.99419565 1.80191175 1.88394152 2.01633463 2.02362745
## 250 1.80846693 1.97967780 1.81582141 1.83625425 1.99019139 1.98979846
## 251 1.74770455 1.90209179 1.71978829 1.76779355 1.91915536 1.92061179
## 252 2.06722080 2.19037911 1.92286290 2.07247399 2.22442924 2.22848994
## 253 2.22302244 2.17213294 2.00839875 2.23225882 2.26883201 2.31541147
## 254 2.20509564 2.12540679 1.95036315 2.20686313 2.22780176 2.27781176
## 255 2.27394768 2.19234181 1.99216515 2.27249455 2.30048082 2.35059490
## 256 1.89217081 2.02324093 1.81605792 1.91018134 2.04923874 2.05575765
## 257 1.91850351 2.04315698 1.80606633 1.92832463 2.07410264 2.07946747
## 258 1.93929309 2.06713144 1.82765052 1.94993877 2.09914555 2.10441230
## 259 1.78722514 1.91204616 1.68282608 1.79569883 1.94292164 1.94823396
## 260 1.93227910 2.07403477 1.86914915 1.95284433 2.09641311 2.10113140
## 261 1.97544043 2.10676423 1.86818981 1.98781475 2.13529531 2.13998096
## 262 2.18253915 2.31464833 2.06420236 2.19393220 2.35131255 2.35574212
## 263 1.63944653 1.76052488 1.80916037 1.70519396 1.77373476 1.79647673
## 264 2.15543867 2.23452503 1.90860673 2.14578184 2.29017928 2.30059528
## 265 2.28242558 2.26285171 2.11022805 2.29939433 2.35585656 2.39864443
## 266 2.13215900 2.31135785 2.11072457 2.15682477 2.32772373 2.32440177
## 267 1.84095340 2.06088711 2.12587992 1.92538997 2.04641541 2.05065812
## 268 1.75562513 1.93413665 2.02363939 1.83959971 1.93087781 1.94519049
## 269 1.61908165 1.80638056 1.86735757 1.69506740 1.80498612 1.81577868
## 270 1.62940531 1.80260896 1.84234525 1.69840549 1.80648022 1.81837994
## 271 2.91141560 2.97956080 2.60243925 2.90041194 3.05439068 3.06834660
## 272 3.12165743 3.17604642 2.73079460 3.01567267 3.21397274 3.17855413
## 273 3.16317475 3.24673282 2.84106095 3.06465542 3.26985720 3.22859058
## 274 3.16599203 3.24850134 2.83442480 3.06784111 3.27124736 3.23056235
## 275 3.08084050 3.17897125 2.77652658 2.98693343 3.19799619 3.15568608
## 276 2.99417319 3.09677687 2.71551046 2.90073647 3.10590439 3.06077015
## 277 3.40382031 3.46823303 3.00722855 3.30212660 3.50540859 3.46986540
## 278 3.52777884 3.57592394 3.13024318 3.41893142 3.61536505 3.57895821
## 279 3.27329603 3.34179641 2.91265210 3.17101745 3.37772906 3.34018200
## 280 3.26357035 3.31761180 2.88158484 3.15762484 3.35280156 3.31626235
## 281 2.74907678 2.83165528 2.42201631 2.64976733 2.85575417 2.81601127
## 282 3.08943006 3.16851702 2.75224245 2.99044593 3.19718251 3.15804411
## 283 2.99741770 3.09847591 2.69505610 2.90625956 3.11618511 3.07469115
## 284 3.18851530 3.24453164 2.78673935 3.08397899 3.28587379 3.25168870
## 285 3.08822331 3.16400941 2.73331762 2.98755911 3.19401306 3.15545890
## 286 3.24392993 3.29482141 2.83812305 3.13743138 3.33737799 3.30319912
## 287 3.17709616 3.25214129 2.83939466 3.07517230 3.28055029 3.24036816
## 288 3.19937677 3.25596391 2.81739843 3.09273479 3.28891053 3.25147364
## 289 3.25492318 3.32552881 2.89435215 3.15335300 3.35608563 3.31766196
## 290 3.25210402 3.32250765 2.88212770 3.15113935 3.35281763 3.31500892
## 291 3.10271376 3.19156423 2.77807845 3.00744280 3.21026915 3.16923308
## 292 3.09150858 3.17010280 2.73185029 2.99458534 3.20287711 3.16630488
## 293 3.09938011 3.18889756 2.77508985 3.00413003 3.21442835 3.17439428
## 294 3.16280712 3.24392462 2.82441610 3.06458177 3.27096941 3.23145964
## 295 3.13190586 3.22625652 2.81696553 3.03734907 3.24651830 3.20486778
## 296 3.58866896 3.62705189 3.15911455 3.47885311 3.67711659 3.64450942
## 297 3.11435645 3.18814880 2.75845221 3.01309383 3.21796191 3.17935732
## 298 3.18355769 3.26974747 2.86067294 3.08670004 3.29272526 3.25176665
## 299 3.14859627 3.22997978 2.80630474 3.05151271 3.25553228 3.21642098
## 300 3.21846196 3.27577460 2.83868390 3.11221610 3.31164609 3.27466233
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## 206 0.06256185
## 207 0.84761881 0.80551436
## 208 0.40013287 0.35000853 0.50362366
## 209 0.21833971 0.17688586 0.68006001 0.21326290
## 210 0.19275545 0.16600975 0.77297432 0.29059905 0.10229672
## 211 1.03555466 1.00523163 0.85043363 0.75742512 0.85885920 0.87200543
## 212 0.85268996 0.82397403 0.72938337 0.58366720 0.67882727 0.69466077
## 213 2.63646745 2.59615596 2.30065410 2.45508021 2.52816958 2.59242959
## 214 3.20858734 3.16800290 2.80446546 3.02194270 3.10699811 3.18094545
## 215 2.63505999 2.59374388 2.23265289 2.42592851 2.51481608 2.58303663
## 216 2.60488630 2.56474362 2.21684402 2.41955789 2.50269737 2.57652404
## 217 2.36150005 2.32263659 2.00310101 2.15514662 2.23286634 2.29287537
## 218 2.77131293 2.73646812 2.30515839 2.55565737 2.64316583 2.71584005
## 219 3.27595484 3.23504315 2.81461084 3.07674421 3.17119677 3.25197587
## 220 3.00155667 2.96210822 2.64451727 2.83022579 2.90518387 2.97525498
## 221 3.45191888 3.40767871 2.93844508 3.20810174 3.32282611 3.39895657
## 222 2.83249412 2.79222441 2.36698195 2.64155621 2.73386192 2.81947542
## 223 3.07585290 3.03420137 2.55114327 2.86234793 2.96962788 3.05840304
## 224 2.75126881 2.71002713 2.29639325 2.52541122 2.62408192 2.69578743
## 225 2.46731168 2.42936457 2.20907199 2.32526357 2.37988491 2.44237095
## 226 2.57758540 2.53961237 2.24083258 2.40344150 2.47502858 2.54115162
## 227 2.75254581 2.71294288 2.36340972 2.54538595 2.63199543 2.69619101
## 228 2.85247969 2.80981841 2.38440397 2.60460238 2.71248975 2.77863204
## 229 2.49890814 2.45671855 2.03129171 2.27382856 2.37589707 2.45264620
## 230 2.82748472 2.78451015 2.41014975 2.65178119 2.74013871 2.82332851
## 231 2.69613894 2.65749020 2.38045128 2.52170624 2.59261805 2.65379205
## 232 2.83668503 2.79466097 2.47885605 2.65243381 2.73260239 2.80050871
## 233 3.18093839 3.13295186 2.68136881 2.95110213 3.06535817 3.14714222
## 234 3.24278914 3.20774707 2.73184376 3.01331356 3.11152480 3.18609226
## 235 3.09845866 3.05306327 2.51984722 2.83176374 2.95952023 3.04159189
## 236 3.29052617 3.24853582 2.80664335 3.06289586 3.16738642 3.24264162
## 237 2.20465250 2.16649184 1.98698430 2.04836241 2.10266103 2.15309421
## 238 3.08415101 3.04162624 2.56118225 2.85327748 2.96347946 3.04632833
## 239 2.86705825 2.82391366 2.41414796 2.63167578 2.73272726 2.80099798
## 240 1.71669039 1.68004529 1.80327953 1.68612940 1.69411518 1.72717880
## 241 1.78301359 1.74724204 1.88562913 1.74898112 1.75367262 1.77953666
## 242 1.87817223 1.83863065 1.67690411 1.75635357 1.81842924 1.88369336
## 243 2.19851178 2.15515462 1.89101578 2.03209706 2.12198269 2.19173110
## 244 1.79758574 1.76121054 1.64596339 1.69999737 1.75179607 1.81443997
## 245 1.80578976 1.76721686 1.81173491 1.75066042 1.77618910 1.81961258
## 246 1.93654147 1.89496806 1.68815004 1.78967257 1.86682422 1.93335356
## 247 1.90380027 1.86268022 1.65691427 1.76290448 1.83507582 1.90358785
## 248 3.22399933 3.18269919 2.77928865 3.01707921 3.11106817 3.18603796
## 249 1.86767352 1.83022481 1.70588801 1.76417798 1.81597161 1.87832755
## 250 1.86558848 1.82371036 1.65400356 1.72407540 1.79613895 1.85809196
## 251 1.78278664 1.74135741 1.57175293 1.64454470 1.71659406 1.78051642
## 252 2.05554084 2.01475841 1.77017465 1.90868679 1.98919882 2.06127885
## 253 2.05031169 2.02058352 2.12973258 2.07434730 2.07073507 2.11656233
## 254 1.99950492 1.97409154 2.12023297 2.05122784 2.03642826 2.08058757
## 255 2.06208454 2.03501375 2.14421738 2.09875764 2.09019853 2.13813109
## 256 1.89588533 1.85669690 1.70026021 1.77750372 1.83869431 1.90354181
## 257 1.91191506 1.87173761 1.67403825 1.77877969 1.85058719 1.91927403
## 258 1.93578023 1.89475420 1.68111926 1.79497216 1.86842323 1.93806615
## 259 1.78133904 1.74076313 1.54966424 1.64598999 1.71719517 1.78590429
## 260 1.94819915 1.90851499 1.73735268 1.82240969 1.88619701 1.95121674
## 261 1.97497359 1.93501553 1.72752328 1.83960787 1.90989754 1.97886644
## 262 2.18675285 2.14265176 1.88157495 2.02426816 2.11242763 2.18359144
## 263 1.68486375 1.65103567 1.82765510 1.68102348 1.67688017 1.70469583
## 264 2.08728430 2.04719454 1.77845830 1.94465929 2.02495068 2.10220485
## 265 2.14715494 2.11179334 2.16601896 2.13274215 2.14483678 2.19291076
## 266 2.19717409 2.15144032 1.88392922 2.01646872 2.11090419 2.17811820
## 267 2.00343625 1.96060558 1.99367508 1.90895341 1.94810091 1.97950228
## 268 1.87705348 1.83801692 1.96239186 1.82967762 1.84370146 1.86908178
## 269 1.74219892 1.70040984 1.77455606 1.66676397 1.69433039 1.72611394
## 270 1.73282500 1.69138766 1.76220531 1.66103211 1.69116463 1.72517943
## 271 2.82748472 2.78451015 2.41014975 2.65178119 2.74013871 2.82332851
## 272 3.08079379 3.05019219 2.36168020 2.77865382 2.96422513 3.04178526
## 273 3.16261333 3.13160163 2.44480449 2.85073028 3.03865457 3.11239033
## 274 3.16039124 3.12989755 2.45162749 2.85549225 3.04127478 3.11586051
## 275 3.09290761 3.06079706 2.36466791 2.77535066 2.96377168 3.03872825
## 276 3.01611386 2.98666699 2.32699775 2.71284134 2.89630821 2.96726580
## 277 3.36683060 3.33527805 2.63031625 3.06100576 3.24656611 3.32698784
## 278 3.48554229 3.45594170 2.75838598 3.18030276 3.36622900 3.44224827
## 279 3.25312003 3.22045803 2.50433317 2.93170444 3.12264503 3.19958845
## 280 3.22644184 3.19677991 2.52246084 2.92915780 3.11410603 3.18949155
## 281 2.74220344 2.71094587 2.02685548 2.43271794 2.61871417 2.69422281
## 282 3.08046862 3.04820612 2.35156908 2.76527985 2.95479658 3.03064556
## 283 3.00889630 2.97652267 2.29726738 2.69896194 2.88611950 2.96166568
## 284 3.14478567 3.11285569 2.40765890 2.83708120 3.02398130 3.10403613
## 285 3.07141033 3.03981712 2.33534601 2.75791613 2.94507549 3.02252240
## 286 3.19710274 3.16568122 2.46217623 2.89016788 3.07707513 3.15629076
## 287 3.16812215 3.13696485 2.43430568 2.85062100 3.03932753 3.11372675
## 288 3.16374501 3.13481003 2.45443440 2.86583792 3.04897565 3.12469949
## 289 3.23423148 3.20331762 2.51061240 2.92649385 3.11330677 3.18970482
## 290 3.22683268 3.19629217 2.50900296 2.92479869 3.10947987 3.18699954
## 291 3.10060936 3.07051113 2.40646118 2.80298438 2.98611158 3.06094453
## 292 3.07241203 3.03902387 2.33654190 2.75952832 2.94823072 3.02779706
## 293 3.09973936 3.06680724 2.36733785 2.78227597 2.97203686 3.04859143
## 294 3.15455509 3.12268383 2.42849837 2.84203109 3.03044476 3.10647375
## 295 3.13813169 3.10636709 2.41494576 2.82488931 3.01241571 3.08781853
## 296 3.52995658 3.49840178 2.78224729 3.21936662 3.40755792 3.48713505
## 297 3.09630739 3.06509587 2.36592786 2.78522458 2.97204450 3.04891617
## 298 3.18342748 3.15199859 2.46645422 2.87261865 3.06062132 3.13517517
## 299 3.13741656 3.10611310 2.42688488 2.83366598 3.01967653 3.09603117
## 300 3.18488124 3.15455244 2.45956045 2.87798507 3.06437517 3.14063790
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## 212 0.19125179
## 213 2.41663329 2.43654793
## 214 3.03686830 3.04864072 0.71858472
## 215 2.34141118 2.37132140 0.25741146 0.75162387
## 216 2.45123032 2.45304502 0.37181427 0.60949571 0.38478902
## 217 1.99268239 2.03499792 0.54579431 1.19303696 0.45738676 0.74783411
## 218 2.40762224 2.44273824 0.78417986 1.01897981 0.60020116 0.77945993
## 219 3.12010941 3.12538947 0.95443098 0.33550580 0.93689503 0.74191270
## 220 2.85212885 2.86017294 0.49382577 0.26808729 0.59227127 0.43557133
## 221 3.09750878 3.14193113 1.02553215 0.64760407 0.90445139 0.97570890
## 222 2.77543512 2.75675836 0.95619299 0.71747896 0.94385363 0.62588734
## 223 2.96737281 2.95741270 1.16746757 0.77759906 1.10868905 0.85066968
## 224 2.41170947 2.44815090 0.46328809 0.74454137 0.22482680 0.48608601
## 225 2.38238809 2.37752654 0.34827796 0.86008507 0.55905889 0.43806344
## 226 2.37364641 2.38688821 0.18972152 0.74310521 0.25846797 0.30995811
## 227 2.40448163 2.44615326 0.39343704 0.82846653 0.23641348 0.58101013
## 228 2.38884463 2.45217016 0.69479043 1.00438740 0.47750578 0.82267110
## 229 2.23448195 2.25195021 0.50335885 0.83022007 0.32872065 0.34904951
## 230 2.86849110 2.83741890 1.14741622 0.94148035 1.19947865 0.86719202
## 231 2.45407539 2.47867124 0.19445181 0.75684774 0.30310463 0.47437757
## 232 2.65357133 2.66851121 0.30823946 0.46598391 0.43162096 0.35473676
## 233 3.02015349 3.02873942 1.08276127 0.69685301 1.06388293 0.88358067
## 234 2.82762393 2.87453447 1.12684784 1.08119707 0.94191636 1.10123903
## 235 2.73656940 2.77547321 0.98429295 0.81156709 0.79559032 0.84225912
## 236 2.96851052 3.00549382 0.83375215 0.49921870 0.71800069 0.78106410
## 237 1.97686351 1.99769669 0.58491851 1.29139692 0.66859720 0.81627409
## 238 2.83941580 2.85667223 0.87468873 0.53546709 0.75581471 0.65054105
## 239 2.47947626 2.52944397 0.51030637 0.78590378 0.31925086 0.63945995
## 240 1.96262455 1.90550625 1.48228883 1.99780638 1.61464958 1.52005760
## 241 1.94865952 1.90770153 1.44871692 2.00644468 1.58529454 1.53787274
## 242 1.97199115 1.92551095 1.02465992 1.45641751 1.09568444 0.92320426
## 243 2.17784388 2.15393692 0.88838721 1.20138717 0.92503836 0.73431387
## 244 1.93859266 1.88241571 1.13314021 1.57025774 1.20253866 1.03532119
## 245 2.03444702 1.97772717 1.36862979 1.83684736 1.49766391 1.36752933
## 246 1.95993217 1.92499606 0.97799503 1.40507575 1.02285158 0.87248554
## 247 1.96273144 1.92103027 0.98635716 1.40722289 1.04064654 0.86690728
## 248 2.98115985 3.00449754 0.72163631 0.23632889 0.68013171 0.63701767
## 249 1.98765793 1.93758257 1.04600772 1.48750761 1.13032831 0.95924355
## 250 1.88300298 1.85020814 1.00936798 1.48783847 1.06274833 0.95055447
## 251 1.83177976 1.79054780 1.08581564 1.55526553 1.13001293 1.00684868
## 252 2.11156744 2.07043438 0.98879693 1.31021784 1.02966314 0.80743206
## 253 2.56463611 2.46516884 1.89995150 2.17166811 2.04916896 1.79907087
## 254 2.57532499 2.46501100 2.01268993 2.28632288 2.15609479 1.90079796
## 255 2.62037408 2.51249593 1.98604294 2.23371438 2.13052062 1.86419603
## 256 1.99621462 1.94906458 1.03173868 1.45393640 1.10535188 0.92757867
## 257 1.99685896 1.95022299 1.04716066 1.43702906 1.09891899 0.91007113
## 258 2.00298319 1.95995507 0.99255439 1.38721277 1.04630318 0.85580197
## 259 1.86951420 1.81969359 1.09980069 1.53288219 1.14251406 0.98159573
## 260 2.01943546 1.97808430 0.96448991 1.38987317 1.03954970 0.86429068
## 261 2.04097445 1.99872917 0.95958491 1.34900553 1.01917657 0.82101661
## 262 2.21064325 2.17956781 0.94973577 1.23141595 1.00126076 0.78012744
## 263 1.98055293 1.91623914 1.59107480 2.10435201 1.72475966 1.62770529
## 264 2.20282673 2.15013328 1.09679605 1.33222546 1.13634784 0.86141262
## 265 2.57958278 2.49508560 1.78853614 2.04963476 1.94355749 1.70296105
## 266 2.12671481 2.11383089 0.84782907 1.21444073 0.88355981 0.74937973
## 267 2.03538575 2.02035901 1.33613888 1.86831298 1.46294582 1.44422063
## 268 2.03544415 1.99929110 1.50622803 2.03575358 1.64638205 1.59554900
## 269 1.85961754 1.82497821 1.42152277 1.97523867 1.53779794 1.49593641
## 270 1.87727594 1.83661808 1.43642414 1.97004707 1.54896214 1.48885551
## 271 2.86849110 2.83741890 1.14741622 0.94148035 1.19947865 0.86719202
## 272 2.67378061 2.68687562 3.22209612 3.33944340 3.01218601 3.01018358
## 273 2.68108992 2.71016732 3.28057760 3.41652881 3.06263644 3.09056487
## 274 2.70038582 2.72515825 3.24478089 3.36912829 3.02805675 3.04791222
## 275 2.58933486 2.62300403 3.13567142 3.27591621 2.91492063 2.95088054
## 276 2.52012329 2.55068221 3.15830534 3.32704278 2.94176095 2.98022767
## 277 2.94431807 2.96349391 3.30119009 3.35667181 3.08255636 3.08016419
## 278 3.05265634 3.07298057 3.61203250 3.69481463 3.39407464 3.39982930
## 279 2.77987176 2.80831979 3.33353635 3.44429617 3.11475465 3.13515775
## 280 2.81853857 2.83289488 3.38271283 3.49004803 3.17170905 3.17099339
## 281 2.28688271 2.30651178 2.94068109 3.12822077 2.73284558 2.75397406
## 282 2.61322393 2.63938581 3.17964638 3.31364221 2.96413302 2.98507433
## 283 2.53442007 2.56251350 3.01776894 3.15516747 2.80140739 2.82720717
## 284 2.73451185 2.74949600 3.19148586 3.28459914 2.97886302 2.97421840
## 285 2.60962879 2.63378933 3.14748853 3.27563296 2.93052077 2.94880374
## 286 2.78736092 2.80224736 3.27994181 3.37299155 3.06732262 3.06300816
## 287 2.68008256 2.70991610 3.31931427 3.45902760 3.10072937 3.13014281
## 288 2.74442295 2.75959180 3.32899114 3.44805787 3.11618908 3.12060610
## 289 2.78584094 2.80867346 3.30600422 3.41196262 3.08882787 3.10157376
## 290 2.79636808 2.81564468 3.25589528 3.34979599 3.03954092 3.04498355
## 291 2.65498922 2.67683457 3.14654859 3.26989436 2.93167150 2.94740810
## 292 2.63352088 2.65502688 3.04774804 3.15136397 2.83287569 2.83978956
## 293 2.62002883 2.64956948 3.12651044 3.25244524 2.90826128 2.93337553
## 294 2.68829300 2.71478117 3.21407041 3.33403066 2.99657362 3.01668185
## 295 2.65058015 2.68135818 3.16331516 3.29005688 2.94306912 2.97251183
## 296 3.11776397 3.13538120 3.58160515 3.63429687 3.36543186 3.35851359
## 297 2.63947086 2.66271689 3.18664257 3.31301004 2.97020323 2.98695552
## 298 2.70838452 2.73687555 3.25308076 3.37711087 3.03490064 3.05962754
## 299 2.69577801 2.71748659 3.16945639 3.28049827 2.95439999 2.96573993
## 300 2.74990188 2.76889728 3.33753016 3.45533767 3.12330396 3.13185809
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## 218 0.67620672
## 219 1.37461992 1.08940379
## 220 1.00608313 0.95167400 0.55195430
## 221 1.29801870 1.00234072 0.67061789 0.82157565
## 222 1.29993219 1.11167005 0.55464158 0.74116625 1.08435753
## 223 1.49374686 1.20746895 0.50002127 0.89891375 0.98125714 0.33081214
## 224 0.56367845 0.46264780 0.87996775 0.65761312 0.76111913 0.93759778
## 225 0.72700618 1.02039867 1.07408280 0.60181696 1.30453969 0.95080895
## 226 0.52749930 0.69646563 0.95354298 0.52142857 1.05409884 0.92076682
## 227 0.46243579 0.56348119 1.04062421 0.68889711 0.88778006 1.13288095
## 228 0.60413571 0.60538204 1.15699710 0.94023466 0.81675310 1.27524454
## 229 0.59748995 0.60797610 0.90530039 0.71565322 0.96585580 0.76315325
## 230 1.53901159 1.50439695 0.82814841 0.94079573 1.36444212 0.45568431
## 231 0.55085342 0.78348955 1.01969530 0.53815639 1.02453064 1.07842611
## 232 0.83354660 0.93178807 0.72119331 0.26159474 0.86862233 0.80768806
## 233 1.47948678 1.37605421 0.57177779 0.82483319 0.85313676 0.64976583
## 234 1.11424133 0.50225512 1.09775732 1.12592405 0.83775429 1.30226338
## 235 1.13938727 0.83290678 0.73521245 0.91559367 0.49719453 0.88007210
## 236 1.12012536 0.80554741 0.57199210 0.63614329 0.24453434 0.95284085
## 237 0.46224891 1.07017804 1.51826094 1.04936804 1.54562442 1.40048807
## 238 1.16421145 0.83717783 0.39553327 0.66459206 0.54790736 0.57280424
## 239 0.60436731 0.59407317 0.95316408 0.71625277 0.70925330 1.08219077
## 240 1.52666114 2.05838280 2.16612674 1.76307305 2.39619507 1.86298446
## 241 1.46353043 2.03561709 2.20258677 1.76264806 2.38398875 1.94298731
## 242 1.11912311 1.49034903 1.56943636 1.25034749 1.82860565 1.22888227
## 243 1.08132576 1.37465353 1.30469481 1.03518282 1.52303637 1.03036089
## 244 1.19643877 1.56651289 1.68430570 1.36030468 1.94668911 1.34026791
## 245 1.46328302 1.95299631 1.99041906 1.61256699 2.24441679 1.67936469
## 246 1.06242328 1.43105154 1.51871208 1.20963994 1.73354574 1.20350812
## 247 1.07939270 1.43349791 1.50922249 1.21029657 1.75952967 1.16280648
## 248 1.11754656 0.87024710 0.38344618 0.40219797 0.44551647 0.78318183
## 249 1.14019014 1.51908219 1.61058394 1.27292767 1.87754416 1.27780601
## 250 1.05438197 1.48028839 1.61943360 1.28076255 1.80858462 1.31705646
## 251 1.10914960 1.51805517 1.67136167 1.35210958 1.87528484 1.34102676
## 252 1.14484343 1.41878334 1.38939984 1.13736070 1.66480662 1.04470734
## 253 2.10474514 2.46259508 2.25074928 1.98836558 2.67700800 1.86582540
## 254 2.19859918 2.54309500 2.35767218 2.10203843 2.79541532 1.95766712
## 255 2.19080277 2.51733251 2.29420095 2.05745880 2.74772556 1.88910604
## 256 1.13634883 1.50293733 1.56790876 1.24842874 1.83089016 1.23089343
## 257 1.15074280 1.48402230 1.53201815 1.24610272 1.79360753 1.18200717
## 258 1.10521055 1.43859142 1.48201287 1.19576263 1.74520673 1.13020577
## 259 1.14430234 1.50516910 1.62653871 1.33699297 1.87177301 1.26148338
## 260 1.08276565 1.44917300 1.50996830 1.18317708 1.76482965 1.18721126
## 261 1.08796006 1.41155971 1.44952680 1.15433491 1.71835308 1.10842445
## 262 1.16550184 1.45108541 1.31627325 1.07129598 1.57976062 1.00337721
## 263 1.62768165 2.15866949 2.27325316 1.86795065 2.50968606 1.96641510
## 264 1.28260250 1.48562545 1.36418995 1.18291160 1.71121073 0.95551720
## 265 2.01992388 2.39184627 2.13431472 1.87273668 2.54383281 1.77046137
## 266 1.01928308 1.37078255 1.33756768 1.04342574 1.50185835 1.09316755
## 267 1.38990967 1.97539666 2.07385351 1.64227432 2.19473984 1.86481192
## 268 1.55420446 2.13121287 2.23041854 1.80185452 2.40636152 1.97934660
## 269 1.42543660 2.00218492 2.15550220 1.74355122 2.31843612 1.88137739
## 270 1.45371863 2.01225678 2.14292622 1.74181119 2.31878536 1.85958218
## 271 1.53901159 1.50439695 0.82814841 0.94079573 1.36444212 0.45568431
## 272 3.01162814 2.88467571 3.20536391 3.35107075 3.10806502 2.95248874
## 273 3.04454802 2.92609241 3.29567474 3.42727076 3.14995961 3.06851111
## 274 3.01938411 2.89184060 3.24705893 3.38138342 3.10947419 3.02268887
## 275 2.89526658 2.77237318 3.15903133 3.28612101 3.00342385 2.93948252
## 276 2.90320503 2.80541340 3.22641735 3.32356529 3.07379581 3.00188393
## 277 3.11561417 2.92752948 3.20325769 3.39355712 3.08485508 2.98949486
## 278 3.40219140 3.23858336 3.54389686 3.72489179 3.42136373 3.31435796
## 279 3.11150434 2.97288414 3.30525601 3.46659492 3.16890903 3.07353640
## 280 3.17479827 3.04508660 3.35551032 3.50576305 3.24739618 3.11376510
## 281 2.69097885 2.61500189 3.02443526 3.11462199 2.91666216 2.76014274
## 282 2.95199004 2.83720491 3.19001103 3.32401521 3.05722956 2.95387729
## 283 2.79177245 2.67858042 3.04395580 3.16194275 2.89993599 2.82379432
## 284 2.99378825 2.84413433 3.14033649 3.30626164 3.04111592 2.89640104
## 285 2.91921693 2.78537861 3.14669984 3.28779610 3.02166857 2.90853068
## 286 3.07995560 2.93129972 3.22708060 3.39534349 3.12707929 2.98186636
## 287 3.07676413 2.95484350 3.33231792 3.47048892 3.19118151 3.09603091
## 288 3.10848782 2.97310633 3.31523066 3.46013125 3.20763195 3.06973887
## 289 3.09029951 2.94699824 3.27762657 3.43173357 3.14845967 3.05013591
## 290 3.05022652 2.89538074 3.21348370 3.37156355 3.09228876 2.98911193
## 291 2.92724592 2.79982882 3.15338400 3.27935941 3.02055884 2.93292908
## 292 2.84585723 2.70768788 3.01882658 3.16996039 2.89929237 2.78832880
## 293 2.90187566 2.77801775 3.12932242 3.26647695 2.98562869 2.90540680
## 294 2.99175223 2.86200172 3.20722271 3.34945001 3.06958825 2.98094078
## 295 2.93266306 2.80104884 3.16948909 3.30383841 3.01824994 2.95300806
## 296 3.39550012 3.21568466 3.46845130 3.67514324 3.36036716 3.23801157
## 297 2.95980484 2.82697007 3.18408336 3.32539103 3.05947022 2.94641616
## 298 3.02645569 2.90126877 3.25468478 3.39137499 3.10810769 3.03411963
## 299 2.95874673 2.82621210 3.15534996 3.29566124 3.02641892 2.93180976
## 300 3.11642646 2.98277229 3.31941289 3.47039029 3.20524351 3.07447221
## 223 224 225 226 227 228
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## 224 1.04423833
## 225 1.22712032 0.76284246
## 226 1.13728870 0.43602195 0.36217931
## 227 1.26798656 0.26866261 0.71080214 0.38187422
## 228 1.34086075 0.36328009 1.02246059 0.70701343 0.35908827
## 229 0.92307703 0.33427409 0.67081196 0.43931523 0.51548787 0.62819622
## 230 0.62417626 1.25115758 1.05443147 1.15678905 1.41117209 1.56615748
## 231 1.27005598 0.48026899 0.44528001 0.21906510 0.31782107 0.65780714
## 232 0.98723477 0.55761444 0.46745383 0.40069074 0.56631867 0.81187226
## 233 0.57303574 1.04446678 1.17807420 1.13700396 1.22134558 1.26517575
## 234 1.27951852 0.74346531 1.40240971 1.06299129 0.84919745 0.77440295
## 235 0.77729573 0.62159951 1.23784437 0.98275415 0.85757112 0.73184742
## 236 0.90977023 0.57782641 1.10886421 0.84351778 0.70462137 0.70776059
## 237 1.64806831 0.86682262 0.56344026 0.59372631 0.71998595 0.95455037
## 238 0.49492158 0.63312438 1.06312050 0.85483766 0.85977467 0.88793047
## 239 1.16774318 0.22791302 0.84983099 0.55616907 0.28249524 0.25528102
## 240 2.14917934 1.81695643 1.22025052 1.48608352 1.74897129 1.97182872
## 241 2.22752072 1.79340963 1.21018493 1.46140231 1.69542141 1.91716800
## 242 1.49777992 1.25907609 0.79103123 0.97129856 1.26086723 1.47796012
## 243 1.24865476 1.06204182 0.74334227 0.84714239 1.09346659 1.27694024
## 244 1.60985339 1.36316400 0.89155844 1.06510603 1.35379114 1.57725129
## 245 1.95967375 1.69433870 1.09944652 1.36716415 1.64618361 1.87158505
## 246 1.45036838 1.17621204 0.79048398 0.92388358 1.18200456 1.37692218
## 247 1.42375966 1.19542541 0.77560649 0.93285848 1.21287180 1.41559041
## 248 0.79463090 0.61004259 0.94176587 0.74034752 0.72358628 0.83516310
## 249 1.55420362 1.29975890 0.79425946 0.98906638 1.28755537 1.51972829
## 250 1.56832815 1.22742035 0.82022494 0.96571221 1.21086185 1.40457001
## 251 1.59291597 1.28661156 0.89198108 1.03309896 1.28163931 1.46947191
## 252 1.28699152 1.16423616 0.79647410 0.92501649 1.20584512 1.40389582
## 253 2.13933448 2.22825585 1.58182873 1.89216015 2.23375494 2.48060543
## 254 2.23176969 2.33129344 1.68973437 1.99164128 2.33801254 2.58885276
## 255 2.16016699 2.30240794 1.66479845 1.96967835 2.31948327 2.56816621
## 256 1.49896243 1.26883408 0.79505251 0.97748083 1.26915858 1.48916807
## 257 1.43695060 1.24768584 0.83357228 0.98626366 1.26762287 1.47089727
## 258 1.38927586 1.19713365 0.78066583 0.93757636 1.22210008 1.42508861
## 259 1.51893715 1.29099273 0.89194472 1.03869036 1.30856767 1.50087076
## 260 1.45449665 1.20508861 0.73333316 0.91262443 1.20371304 1.42598060
## 261 1.37057692 1.17173479 0.74122273 0.89931404 1.19169885 1.40582344
## 262 1.23089796 1.13992437 0.77836912 0.92143494 1.18661760 1.37001967
## 263 2.25448698 1.92688129 1.32361159 1.58973793 1.85441744 2.08112061
## 264 1.19896849 1.25355571 0.89380831 1.03236070 1.33049292 1.52359780
## 265 2.03790878 2.12545645 1.48463064 1.80352687 2.13377770 2.36892485
## 266 1.30477899 1.03086028 0.73236507 0.83365675 1.04848783 1.21340235
## 267 2.12047229 1.66742863 1.15079368 1.37891290 1.56989271 1.75789973
## 268 2.25428972 1.85515775 1.27688473 1.53774502 1.76384215 1.97168335
## 269 2.15292742 1.73854901 1.20682506 1.44330580 1.66154546 1.85280466
## 270 2.12876994 1.74650384 1.21419512 1.44952556 1.67649958 1.87025209
## 271 0.62417626 1.25115758 1.05443147 1.15678905 1.41117209 1.56615748
## 272 2.86584061 2.90690467 3.31267826 3.12970756 3.07373225 2.90391318
## 273 2.98072645 2.95227646 3.38995300 3.19236264 3.10918474 2.91885550
## 274 2.93311870 2.91730590 3.35080362 3.15225286 3.07379972 2.89087792
## 275 2.85317404 2.80185996 3.25207712 3.04822280 2.95829559 2.76414992
## 276 2.93298930 2.83759363 3.26445543 3.06361945 2.97844105 2.79741402
## 277 2.86854102 2.95798118 3.41251699 3.20971454 3.13624557 2.95132102
## 278 3.20125561 3.27454383 3.71908429 3.52364752 3.44912870 3.25793588
## 279 2.97153362 2.99887912 3.44655517 3.25209368 3.17121166 2.97321998
## 280 3.02001582 3.06446949 3.47563798 3.28966868 3.22828671 3.05478239
## 281 2.70877133 2.64011814 3.02865204 2.84822859 2.78967983 2.62540847
## 282 2.86773641 2.85619454 3.28495908 3.09316034 3.01760271 2.83125166
## 283 2.74238416 2.69366329 3.12609102 2.92638166 2.84572348 2.66441233
## 284 2.79675859 2.86669200 3.28935633 3.10163905 3.04198810 2.86630118
## 285 2.82104298 2.81881393 3.25351578 3.05813459 2.98430457 2.80016325
## 286 2.88092193 2.95516108 3.37731015 3.19068337 3.13058723 2.95309616
## 287 3.00812330 2.98922156 3.42960323 3.23433030 3.15189897 2.95733195
## 288 2.98162015 3.00762067 3.42336444 3.23383084 3.17102310 2.99790297
## 289 2.95101199 2.97437217 3.41274858 3.21574212 3.14011375 2.95440576
## 290 2.88778120 2.92392536 3.36039878 3.16173356 3.09015801 2.91104248
## 291 2.84754352 2.82286439 3.24898472 3.04923216 2.97449392 2.80078637
## 292 2.69232880 2.72096411 3.15285227 2.95925474 2.88987908 2.70974359
## 293 2.81443878 2.79645410 3.23851515 3.04024311 2.95790963 2.76731725
## 294 2.88761744 2.88430334 3.32308111 3.12580357 3.04651133 2.85851895
## 295 2.86174253 2.82872674 3.27816545 3.07383225 2.98643256 2.79526356
## 296 3.11182934 3.24288250 3.68887124 3.49798447 3.42965059 3.23783408
## 297 2.85820520 2.85899046 3.29133754 3.09656809 3.02344078 2.84029722
## 298 2.94161727 2.92289005 3.36370791 3.16418077 3.08063907 2.89102667
## 299 2.83894781 2.84376306 3.27317573 3.07637385 3.00312705 2.82490039
## 300 2.98235451 3.01321377 3.43674372 3.24776695 3.18074113 2.99943872
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## 230 1.04907425
## 231 0.58780909 1.28847285
## 232 0.59262257 0.96211563 0.39395256
## 233 0.98199106 0.65305481 1.19232048 0.83286558
## 234 0.96877626 1.72383902 1.09569797 1.17499108 1.45409199
## 235 0.69556659 1.19678606 1.03511407 0.89465454 0.77894067 0.80468584
## 236 0.79438234 1.27035065 0.83057958 0.70101771 0.86054742 0.70918917
## 237 0.82011213 1.52902516 0.58373668 0.85280395 1.57382442 1.50303371
## 238 0.65147138 0.93171634 0.94108982 0.72569772 0.61967740 0.86312476
## 239 0.51612809 1.35836990 0.51716211 0.58862124 1.06958233 0.79519483
## 240 1.61296847 1.73773717 1.53282614 1.59341047 2.05266665 2.50608151
## 241 1.62330035 1.84646046 1.48109722 1.58221993 2.10796011 2.48075220
## 242 1.00070994 1.19929113 1.08616480 1.10873770 1.50673765 1.91134396
## 243 0.81915346 1.01129800 0.94246746 0.89148927 1.19848625 1.72821658
## 244 1.10941734 1.32004227 1.17943275 1.23004857 1.64578645 1.99217061
## 245 1.47580128 1.54297070 1.42617393 1.45150677 1.86894327 2.38677646
## 246 0.92175436 1.19542055 1.02940836 1.05617886 1.44098718 1.83628078
## 247 0.92654040 1.14349998 1.05452086 1.06455893 1.43417509 1.84929706
## 248 0.75997493 1.07050853 0.74633396 0.52685224 0.73665904 0.87799605
## 249 1.05210267 1.25028039 1.09989129 1.13833866 1.56962806 1.94453888
## 250 0.98839520 1.30416019 1.05484602 1.11224350 1.53697840 1.89855399
## 251 1.03211917 1.32703568 1.13548363 1.19114370 1.58849540 1.94212841
## 252 0.89037299 1.02391979 1.05275559 1.01654051 1.31371933 1.79859186
## 253 1.97223235 1.59761460 1.98987132 1.89997081 2.10777863 2.87282325
## 254 2.06857339 1.70599405 2.09785856 2.02217457 2.23620606 2.95767251
## 255 2.03759575 1.62063049 2.07994242 1.98301026 2.16347667 2.92545138
## 256 1.01274502 1.19768700 1.09043884 1.11013103 1.50706018 1.92007503
## 257 0.97762085 1.15479797 1.10796070 1.11158093 1.45861940 1.89017622
## 258 0.92434800 1.10437629 1.06261763 1.05678042 1.40441312 1.84707757
## 259 1.01559668 1.24350787 1.16328404 1.19229568 1.54959616 1.92956533
## 260 0.95452030 1.16360948 1.02306303 1.04151312 1.45309097 1.86268675
## 261 0.90561544 1.09327086 1.02453961 1.02235584 1.39183382 1.81707456
## 262 0.88149618 0.92904551 1.02588882 0.93362931 1.17490269 1.80780955
## 263 1.72308019 1.83832495 1.63608143 1.70412118 2.16694238 2.60853957
## 264 0.95783410 0.89557467 1.18249865 1.09218543 1.27506117 1.85346239
## 265 1.87925243 1.47204025 1.88909136 1.77116369 1.94943262 2.79283363
## 266 0.80612014 1.06884530 0.90478097 0.86574694 1.19669728 1.72853100
## 267 1.52002335 1.75309450 1.36674141 1.43706376 1.92142858 2.38711650
## 268 1.68604224 1.84517575 1.54688282 1.61311510 2.09035322 2.56440838
## 269 1.55312146 1.77200334 1.46862302 1.54575669 2.01264705 2.44451871
## 270 1.55085391 1.74478151 1.48174361 1.55032301 1.99901369 2.45102246
## 271 1.04907425 0.00000000 1.28847285 0.96211563 0.65305481 1.72383902
## 272 2.74473844 3.12916039 3.24866476 3.26869129 3.08106273 2.95357919
## 273 2.81093137 3.25850043 3.29952199 3.33701076 3.17401807 2.98120355
## 274 2.77514619 3.21526789 3.26036426 3.29688546 3.13531750 2.94286103
## 275 2.66655203 3.13960976 3.15366004 3.19517528 3.04480224 2.82602254
## 276 2.70025006 3.20376333 3.16665424 3.22950582 3.12758453 2.87602965
## 277 2.81759234 3.18354486 3.32504774 3.32854239 3.09321793 2.94147536
## 278 3.12921510 3.49630517 3.63936017 3.65000720 3.41725317 3.26531132
## 279 2.85423712 3.25557081 3.36433939 3.37950588 3.16581043 3.01795977
## 280 2.90817390 3.28858750 3.40457826 3.42539873 3.23074060 3.10053962
## 281 2.47608271 2.94575183 2.96368897 3.01479509 2.90933071 2.72720862
## 282 2.70739747 3.13736245 3.20345495 3.23284331 3.05997948 2.90138273
## 283 2.55297542 3.01940613 3.03113838 3.07272806 2.93316472 2.74023823
## 284 2.70891032 3.07641988 3.22132042 3.22931319 3.01450938 2.89704841
## 285 2.67033821 3.10190630 3.17269647 3.20203507 3.03015187 2.84578452
## 286 2.79721117 3.15891244 3.31041359 3.31790000 3.09785372 2.98267951
## 287 2.84507366 3.28472791 3.34527394 3.37848166 3.20438129 3.01341977
## 288 2.85253073 3.25570695 3.35121097 3.37992289 3.20324675 3.03268766
## 289 2.82962363 3.23877333 3.32767854 3.35111608 3.15863610 2.99001167
## 290 2.77904692 3.18193839 3.27496831 3.29701237 3.10544744 2.93362059
## 291 2.68099630 3.13001243 3.15647906 3.19811265 3.05472929 2.85280943
## 292 2.57083942 2.97431195 3.07227013 3.08826725 2.89459260 2.76120787
## 293 2.65477004 3.09570482 3.14783258 3.17719009 3.00436199 2.83196400
## 294 2.74095668 3.17002735 3.23498553 3.26340312 3.08485661 2.91260027
## 295 2.69321165 3.15255113 3.17975518 3.21736429 3.05812796 2.84763985
## 296 3.09354389 3.40984345 3.61727014 3.60548783 3.32742767 3.23403011
## 297 2.71026797 3.13800058 3.21066235 3.24021482 3.06725293 2.88607760
## 298 2.78347776 3.22473242 3.27028351 3.30419194 3.13469955 2.94931686
## 299 2.69878263 3.12142665 3.18551944 3.21449497 3.04241492 2.87570363
## 300 2.85910121 3.25608801 3.36438816 3.38677122 3.19405516 3.04063845
## 235 236 237 238 239 240
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## 236 0.49299528
## 237 1.43690505 1.36669226
## 238 0.37263763 0.44251988 1.39378032
## 239 0.65137268 0.56740867 0.90439907 0.72729287
## 240 2.23391528 2.24135594 1.12257369 2.12447952 1.88913715
## 241 2.24735467 2.22875730 1.03540883 2.15453056 1.84771736 0.22504069
## 242 1.61557133 1.66667634 0.85919381 1.48823263 1.38857742 0.73037231
## 243 1.33031841 1.39044234 0.90418415 1.21619270 1.18079751 1.02415452
## 244 1.73480980 1.77872348 0.92354366 1.60448089 1.50009337 0.70001300
## 245 2.07920432 2.09341686 1.07952747 1.95666113 1.77693626 0.21866553
## 246 1.51635671 1.58215833 0.83154093 1.41336621 1.30157200 0.82179586
## 247 1.53152160 1.60228687 0.85375895 1.41292557 1.32707960 0.80770924
## 248 0.62667819 0.26802667 1.29429853 0.41452784 0.63447321 2.09618107
## 249 1.67857671 1.70903646 0.85613375 1.54178723 1.42981798 0.68630293
## 250 1.59826306 1.65665452 0.78366976 1.51013097 1.33922046 0.71873260
## 251 1.64489040 1.72164045 0.85547521 1.55556209 1.40809356 0.72071467
## 252 1.44227230 1.51603984 0.96284179 1.30529394 1.30699044 0.96697715
## 253 2.50728199 2.53015526 1.76732593 2.30631631 2.33715274 0.88916326
## 254 2.61556200 2.64209056 1.86530201 2.40961324 2.45121236 0.97156380
## 255 2.56706355 2.59762010 1.87060605 2.35486095 2.42156186 1.02374426
## 256 1.62330815 1.66934262 0.87281054 1.49213301 1.39868675 0.73115977
## 257 1.56793125 1.63845104 0.92602912 1.44260365 1.38464261 0.82334531
## 258 1.51736187 1.58966876 0.88894426 1.39151772 1.33190359 0.83860926
## 259 1.62546014 1.71419575 0.91996270 1.51729254 1.42689822 0.77918929
## 260 1.56454498 1.60332279 0.82292140 1.43393574 1.33248191 0.76335282
## 261 1.50261676 1.55855235 0.86876462 1.36728759 1.30956204 0.85557444
## 262 1.37723007 1.45092598 0.98169754 1.24742780 1.25678008 0.99755364
## 263 2.34918743 2.35242774 1.21926052 2.23589734 2.00191996 0.12339300
## 264 1.46633472 1.56546561 1.13449854 1.30029421 1.40815051 1.07501484
## 265 2.38548985 2.40972478 1.68566451 2.19457051 2.21594090 0.86134356
## 266 1.31340230 1.37889935 0.83132125 1.23255068 1.12369885 0.99585369
## 267 2.07993457 2.06765036 0.97768630 2.01824655 1.69058001 0.46899499
## 268 2.27725216 2.26628961 1.13048792 2.19102325 1.89484809 0.28386544
## 269 2.15523151 2.17691761 1.02715713 2.08504961 1.78720394 0.25990896
## 270 2.15129083 2.17767226 1.06008814 2.07478751 1.80415474 0.22256555
## 271 1.19678606 1.27035065 1.52902516 0.93171634 1.35836990 1.73773717
## 272 2.69256227 3.10843555 3.23262143 2.87244645 3.01750857 3.48392986
## 273 2.74486955 3.15724491 3.27860152 2.94964476 3.04980350 3.57313395
## 274 2.71017556 3.11494716 3.24933336 2.90639481 3.01992210 3.54182026
## 275 2.59827556 3.00934997 3.13801134 2.80820719 2.89750563 3.46458699
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## 279 2.75324538 3.18475971 3.35785928 2.96077049 3.09310801 3.65690958
## 280 2.84257161 3.25384478 3.39357428 3.02527028 3.17268697 3.63833259
## 281 2.49349614 2.89875268 2.90413844 2.67856771 2.74939128 3.16761917
## 282 2.64507490 3.06316051 3.18292281 2.84573927 2.95544274 3.46863736
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## 300 2.79018004 3.21068121 3.34862540 2.98109406 3.11813547 3.61770591
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## 242 0.82630585
## 243 1.09239034 0.39717394
## 244 0.80145338 0.15464978 0.51383697
## 245 0.38929056 0.56036122 0.83552954 0.54719483
## 246 0.89613481 0.16236473 0.28381515 0.26456481 0.65428198
## 247 0.90024290 0.09951535 0.33485800 0.23436056 0.63652698 0.11821069
## 248 2.09488276 1.53377239 1.27037931 1.64830762 1.94185802 1.46706834
## 249 0.77963873 0.09421203 0.46539418 0.11269744 0.52379510 0.23581511
## 250 0.77794984 0.19281691 0.39070073 0.26095207 0.57164719 0.13655668
## 251 0.80015356 0.18052492 0.44171511 0.21105130 0.57640308 0.16431013
## 252 1.06576490 0.26636200 0.22092664 0.36461211 0.77588505 0.21666346
## 253 1.09229121 1.08694951 1.31533721 1.06475436 0.80431939 1.21286339
## 254 1.17634793 1.16426117 1.41436575 1.12199509 0.90163097 1.29517070
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## 261 0.94768247 0.13480529 0.29729436 0.25558383 0.67626366 0.14881834
## 262 1.08979340 0.39222979 0.14703120 0.52013581 0.79741728 0.32296237
## 263 0.26145317 0.82065900 1.12423335 0.77262249 0.30995257 0.91605178
## 264 1.20464585 0.41428931 0.39222351 0.49309227 0.87568996 0.42129657
## 265 1.05314095 1.05311906 1.23599002 1.06581242 0.75950485 1.16556543
## 266 1.04346653 0.44897122 0.16233346 0.57662260 0.82147405 0.32404523
## 267 0.36643478 0.84423117 0.98214939 0.87127992 0.50175107 0.85855654
## 268 0.20168261 0.90129158 1.12186217 0.89823570 0.41441658 0.95865654
## 269 0.22097056 0.77352832 1.01061906 0.77341976 0.36420734 0.82301229
## 270 0.24737865 0.72423260 0.96499770 0.71546468 0.29820352 0.77491234
## 271 1.84646046 1.19929113 1.01129800 1.32004227 1.54297070 1.19542055
## 272 3.56044802 2.96276945 2.84859879 2.97611369 3.37350777 2.86320488
## 273 3.63599674 3.06372444 2.94442227 3.07904262 3.47009845 2.95779728
## 274 3.60627295 3.02195655 2.89871112 3.03506547 3.43497935 2.91556446
## 275 3.52307979 2.94678347 2.82373002 2.96520860 3.36113116 2.83905813
## 276 3.48417070 2.92998156 2.82229884 2.93731876 3.33369825 2.82314911
## 277 3.75355325 3.11917249 2.97377096 3.14149784 3.55610131 3.01435752
## 278 4.00082541 3.39809577 3.27153754 3.41624672 3.81286764 3.29698117
## 279 3.72679663 3.13801504 3.01190158 3.16197120 3.54860138 3.03461978
## 280 3.71373106 3.12115777 3.00144794 3.13248770 3.52790283 3.01934996
## 281 3.23231912 2.67104095 2.58081478 2.68012491 3.07072346 2.57193562
## 282 3.53519409 2.95588744 2.83583904 2.97369075 3.36299357 2.85104590
## 283 3.38738238 2.80486718 2.67716878 2.82010902 3.22045179 2.69519695
## 284 3.57980623 2.96380271 2.83711541 2.98341360 3.38556146 2.86304398
## 285 3.52991602 2.93715254 2.81991775 2.95518600 3.35490695 2.83473914
## 286 3.65858426 3.04712650 2.92263283 3.06602124 3.46480510 2.94710384
## 287 3.68094527 3.10984437 2.99713584 3.12799342 3.51476184 3.00730605
## 288 3.67165567 3.07829700 2.96700911 3.08876891 3.49059858 2.97863014
## 289 3.68787074 3.09094262 2.96403491 3.10779602 3.50773655 2.98638566
## 290 3.65082300 3.04068330 2.90984518 3.05618880 3.46550001 2.93595753
## 291 3.50688494 2.91683448 2.79150997 2.92667231 3.33484072 2.80920369
## 292 3.44727538 2.83773582 2.70299224 2.85908141 3.26101659 2.73163278
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## 294 3.59118215 3.00313964 2.87652383 3.02103820 3.41691638 2.89690005
## 295 3.55564550 2.97061430 2.84279564 2.98819169 3.38843742 2.86238689
## 296 4.00361442 3.38095138 3.24319140 3.40628287 3.80105115 3.28090278
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## 298 3.62226906 3.04164049 2.91460491 3.05782967 3.45255816 2.93390572
## 299 3.54156003 2.94471662 2.81421304 2.95920002 3.36264528 2.83748886
## 300 3.69108541 3.10032579 2.98557358 3.11565960 3.51005115 3.00007274
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## 248 1.47606227
## 249 0.19024716 1.57090139
## 250 0.19892434 1.54632781 0.23622898
## 251 0.19085685 1.61239076 0.22566482 0.10658053
## 252 0.20494554 1.38601559 0.33612193 0.35008993 0.35239918
## 253 1.14833822 2.32850557 1.05739226 1.20700340 1.17765757 1.19541472
## 254 1.22899240 2.44177691 1.12912181 1.29028067 1.25031939 1.27592643
## 255 1.22792237 2.39253844 1.14080345 1.30404255 1.26648197 1.26550029
## 256 0.11537732 1.53445083 0.08844174 0.20216177 0.19409640 0.25846108
## 257 0.09078574 1.51082181 0.19566059 0.23109366 0.20596548 0.16914709
## 258 0.05273651 1.45996241 0.21412237 0.23997735 0.23168969 0.15852130
## 259 0.13509924 1.59580876 0.20646333 0.21761923 0.14034666 0.28862567
## 260 0.10576100 1.46884880 0.12891735 0.19372074 0.21698561 0.23743150
## 261 0.08944099 1.42524417 0.20399567 0.25655985 0.26100152 0.14702413
## 262 0.33150552 1.31499136 0.46540144 0.42972368 0.46543581 0.21253943
## 263 0.90234404 2.20580493 0.77049196 0.81415439 0.80872144 1.05791202
## 264 0.36369927 1.42045310 0.47374139 0.54427278 0.52211328 0.22481332
## 265 1.10376381 2.20707303 1.03673651 1.15974108 1.14652988 1.14858868
## 266 0.38780676 1.27088685 0.51891420 0.38523881 0.45722845 0.34892885
## 267 0.89114406 1.94776442 0.82892552 0.74681225 0.80199278 1.02704989
## 268 0.96646191 2.12968333 0.86858124 0.84657208 0.87586627 1.11738409
## 269 0.83065624 2.05312270 0.75072009 0.70243724 0.72330206 0.99716327
## 270 0.78469690 2.05172741 0.70084157 0.65794036 0.67267883 0.94384330
## 271 1.14349998 1.07050853 1.25028039 1.30416019 1.32703568 1.02391979
## 272 2.88833409 3.22191273 3.03067088 2.91675897 2.86832861 2.82929222
## 273 2.98884184 3.28678697 3.13155702 3.00473410 2.96119854 2.93694132
## 274 2.94773342 3.24232600 3.08881897 2.96548424 2.92186902 2.89025028
## 275 2.87063430 3.14226637 3.01492534 2.88600241 2.84506726 2.81996537
## 276 2.85899587 3.19799196 2.99357580 2.86461303 2.82120291 2.81357669
## 277 3.04023743 3.22981180 3.18931693 3.07736790 3.03546491 2.96591069
## 278 3.32119615 3.56702927 3.46775843 3.35279206 3.30664012 3.25801368
## 279 3.05934789 3.31326210 3.20952142 3.08612141 3.04279464 3.00433621
## 280 3.04759583 3.37161194 3.18854728 3.07266207 3.02492192 2.98538961
## 281 2.59947615 3.00963871 2.73613524 2.61407474 2.56546430 2.55982159
## 282 2.87999261 3.18726683 3.02500443 2.89963847 2.85564658 2.82711685
## 283 2.73013118 3.02850111 2.87201435 2.74393191 2.70310478 2.67395743
## 284 2.88645624 3.16425490 3.03378851 2.92115584 2.87517761 2.82176578
## 285 2.86073936 3.14782777 3.00570125 2.88578240 2.84113503 2.80714524
## 286 2.97011649 3.25244533 3.11709372 3.00442968 2.95767466 2.90637503
## 287 3.03380374 3.32734785 3.17874635 3.05370372 3.00894059 2.98629349
## 288 3.00488381 3.32675594 3.14463927 3.03089588 2.98243214 2.94722392
## 289 3.01484937 3.28506196 3.15956883 3.03972969 2.99558378 2.95415988
## 290 2.96491650 3.22511565 3.10847944 2.99247024 2.94850019 2.89900950
## 291 2.84401385 3.14623556 2.98198872 2.86034445 2.81728580 2.78307786
## 292 2.75990162 3.02790335 2.90794242 2.78770470 2.74546355 2.69604496
## 293 2.84877853 3.12304587 2.99541552 2.86806255 2.82683042 2.79318066
## 294 2.92692056 3.20592994 3.07201235 2.94773313 2.90485007 2.86970361
## 295 2.89457058 3.15811587 3.03860851 2.91184618 2.87085964 2.83898946
## 296 3.30114576 3.50909984 3.45354199 3.34240649 3.29727818 3.23111226
## 297 2.89361405 3.18607596 3.03771003 2.91792356 2.87287910 2.83908666
## 298 2.96625922 3.24794077 3.10979978 2.98309860 2.94083541 2.90974622
## 299 2.86981880 3.15686969 3.01223630 2.89073927 2.84777614 2.80680728
## 300 3.02501352 3.33148343 3.16877275 3.05188370 3.00454866 2.96897344
## 253 254 255 256 257 258
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## 254 0.17932056
## 255 0.16595722 0.12849061
## 256 1.07650841 1.15365659 1.15981774
## 257 1.12224504 1.19666917 1.19832261 0.11523434
## 258 1.13843403 1.21937853 1.21499136 0.13321915 0.07351038
## 259 1.13082830 1.19737922 1.20527755 0.16102011 0.13539152 0.16093408
## 260 1.12162626 1.20469711 1.20724676 0.07071772 0.13296712 0.12335113
## 261 1.15195637 1.23209619 1.22778996 0.13300986 0.09670665 0.06306132
## 262 1.21099164 1.31554976 1.29411708 0.38506804 0.32634287 0.29520549
## 263 0.87921178 0.94553694 1.01080031 0.81988284 0.91094879 0.93222663
## 264 1.13746808 1.21075809 1.18378691 0.40856472 0.32706160 0.31341210
## 265 0.25700588 0.43388291 0.38212535 1.04427702 1.08950589 1.09323978
## 266 1.36667763 1.47689283 1.46564325 0.44803786 0.41165071 0.38047438
## 267 1.23216931 1.34998941 1.38448322 0.84521148 0.92294921 0.92369282
## 268 1.07073689 1.17413931 1.22136674 0.90193999 0.99100168 0.99865639
## 269 1.10154725 1.19911155 1.24193895 0.77928043 0.86157289 0.86786368
## 270 1.04411588 1.13797569 1.18390831 0.72755264 0.80650168 0.81935862
## 271 1.59761460 1.70599405 1.62063049 1.19768700 1.15479797 1.10437629
## 272 3.69538607 3.70926351 3.70447845 2.97349220 2.87307039 2.88070155
## 273 3.83555060 3.85480112 3.85285817 3.07523687 2.97781725 2.98424973
## 274 3.79462583 3.81206651 3.81071179 3.03250082 2.93392619 2.94192923
## 275 3.74371775 3.76685480 3.76400592 2.95875708 2.86225239 2.86671187
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## 279 3.88930402 3.91215467 3.90272112 3.15034679 3.05099812 3.05294715
## 280 3.84807071 3.86049598 3.85735359 3.13106586 3.03011854 3.03956436
## 281 3.44335015 3.45913075 3.46094778 2.68353713 2.58932299 2.59726648
## 282 3.72008285 3.74076251 3.73673719 2.96755933 2.86926874 2.87468592
## 283 3.60181500 3.62391281 3.62325442 2.81547970 2.71777176 2.72514226
## 284 3.70150575 3.71943959 3.70998306 2.97456739 2.87258080 2.87729975
## 285 3.70732822 3.72684243 3.72120229 2.94911867 2.85085246 2.85508034
## 286 3.77596166 3.79266473 3.78339404 3.05796600 2.95605577 2.96106261
## 287 3.87292236 3.89263781 3.88803033 3.12251878 3.02573771 3.02966089
## 288 3.81902083 3.83058200 3.82768189 3.08899890 2.98955976 2.99798171
## 289 3.84872317 3.86673295 3.86134859 3.10171879 3.00157732 3.00763971
## 290 3.80137463 3.81814486 3.81274503 3.05066823 2.94955489 2.95654682
## 291 3.69933260 3.71552333 3.71634755 2.92641751 2.82772965 2.83778191
## 292 3.60541375 3.62820789 3.62053712 2.84840701 2.74727972 2.75181771
## 293 3.70666029 3.73018156 3.72544096 2.93728041 2.83869998 2.84317553
## 294 3.77321634 3.79384294 3.78940289 3.01428786 2.91522305 2.92083361
## 295 3.76274744 3.78470843 3.78166678 2.98186347 2.88404431 2.88946155
## 296 4.08818669 4.10692278 4.09163912 3.39179417 3.28796720 3.29009235
## 297 3.73536443 3.75379146 3.74885734 2.98115720 2.88264189 2.88777858
## 298 3.81669214 3.83692567 3.83441959 3.05255161 2.95404010 2.96069953
## 299 3.71463952 3.73307117 3.73032520 2.95461535 2.85446755 2.86256728
## 300 3.83920124 3.85443339 3.84895740 3.11173790 3.01220578 3.01827282
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## 260 0.20121408
## 261 0.20073552 0.10447903
## 262 0.43653018 0.34872921 0.29619875
## 263 0.86417934 0.85693741 0.94803449 1.09848624
## 264 0.41437998 0.40822749 0.31522800 0.31428032 1.16048646
## 265 1.10810524 1.07825202 1.10944229 1.12196174 0.87836069 1.09738124
## 266 0.49068725 0.39565892 0.38120146 0.23674764 1.10334821 0.52187111
## 267 0.90748753 0.84322835 0.93690834 0.98725771 0.54801623 1.18690473
## 268 0.96006379 0.91759779 1.01408955 1.10647944 0.32627878 1.24884823
## 269 0.81203872 0.79706707 0.89037467 1.00015076 0.34153895 1.13429634
## 270 0.75978213 0.75075089 0.84271301 0.95228880 0.30450373 1.07816330
## 271 1.24350787 1.16360948 1.09327086 0.92904551 1.83832495 0.89557467
## 272 2.84065129 2.97716953 2.90704869 2.88476242 3.54547075 2.81230800
## 273 2.94316404 3.07602610 3.01018573 2.98875928 3.63609356 2.93588782
## 274 2.90261661 3.03337446 2.96631077 2.94456978 3.60409334 2.88812989
## 275 2.82825029 2.95731419 2.89164505 2.87094690 3.53028497 2.82316124
## 276 2.80958172 2.94257878 2.88116879 2.87561883 3.48956413 2.82668484
## 277 3.00453365 3.12717291 3.05180939 3.01173386 3.74608966 2.94347164
## 278 3.27769284 3.41070445 3.33856211 3.30610850 3.98840750 3.23577385
## 279 3.01798521 3.15005489 3.08035105 3.04747347 3.72395167 2.99004039
## 280 2.99963207 3.13494111 3.06539864 3.03943518 3.69821099 2.97040486
## 281 2.54643781 2.68765238 2.62467581 2.62434406 3.22793748 2.56201401
## 282 2.83511657 2.96847139 2.90142386 2.87682482 3.53288742 2.82191192
## 283 2.68740850 2.81462349 2.74892571 2.72674735 3.39189686 2.67961593
## 284 2.84441662 2.97587647 2.90283879 2.87130719 3.56721430 2.79953157
## 285 2.81686045 2.94955674 2.88073904 2.86056001 3.52731547 2.79800363
## 286 2.92685975 3.05995257 2.98718978 2.95576506 3.64431529 2.88303455
## 287 2.98787765 3.12351193 3.05704438 3.03715188 3.68008646 2.98004930
## 288 2.95616466 3.09265057 3.02337722 3.00639647 3.65855378 2.93330339
## 289 2.97164226 3.10237674 3.03260375 3.00483683 3.68225446 2.94310361
## 290 2.92290046 3.05107065 2.97988307 2.95193267 3.64374920 2.88643054
## 291 2.79907605 2.92720933 2.86034845 2.84125302 3.50493756 2.78454648
## 292 2.72046278 2.84755405 2.77649236 2.74297159 3.44361405 2.68453071
## 293 2.80736574 2.93626127 2.86879063 2.84057615 3.51410237 2.79072483
## 294 2.88397848 3.01428989 2.94617298 2.91917765 3.58989814 2.86415977
## 295 2.85280673 2.98053457 2.91362495 2.89003218 3.56038940 2.83986852
## 296 3.26267179 3.39229325 3.31641614 3.27080371 3.98787914 3.19761729
## 297 2.84896843 2.98206562 2.91337143 2.89290194 3.55701509 2.82995934
## 298 2.92264755 3.05255980 2.98575659 2.95982635 3.62278353 2.90845072
## 299 2.82679517 2.95504111 2.88631686 2.85917538 3.53763374 2.80185968
## 300 2.97819482 3.11446065 3.04495182 3.02229700 3.68015088 2.95353539
## 265 266 267 268 269 270
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## 266 1.26672039
## 267 1.12901606 0.89184833
## 268 0.99706497 1.05917547 0.27533053
## 269 1.03338724 0.94356669 0.28329448 0.20647471
## 270 0.98594636 0.90837756 0.31497663 0.23830297 0.10079793
## 271 1.47204025 1.06884530 1.75309450 1.84517575 1.77200334 1.74478151
## 272 3.69323077 2.87022670 3.48957377 3.60757962 3.41864412 3.37635207
## 273 3.82680845 2.95564828 3.55498228 3.68317902 3.49298741 3.45520832
## 274 3.78948116 2.91489256 3.52703767 3.65532621 3.46691938 3.42665665
## 275 3.73068431 2.83260531 3.43927855 3.57215984 3.38112758 3.34547912
## 276 3.72742192 2.83357345 3.41166699 3.53926145 3.34945564 3.31171686
## 277 3.86250230 2.99804753 3.66797811 3.79905769 3.61253158 3.57053488
## 278 4.11738133 3.29093865 3.92145219 4.04449024 3.85515913 3.81463058
## 279 3.87235116 3.02222739 3.64040035 3.76830138 3.57697126 3.54080801
## 280 3.84772657 3.02342518 3.63924655 3.75920078 3.57221501 3.52844897
## 281 3.44186985 2.59383829 3.17020431 3.28658660 3.09380224 3.05620514
## 282 3.70899238 2.84754325 3.45340948 3.58037790 3.39008299 3.35206266
## 283 3.59223903 2.69030353 3.30325809 3.43665841 3.24869578 3.20949708
## 284 3.69299110 2.85901758 3.50212312 3.62479430 3.43615005 3.39464501
## 285 3.69793811 2.83481425 3.45402233 3.57926148 3.38767240 3.35014504
## 286 3.76834960 2.94413738 3.58157484 3.70274318 3.51390503 3.47237025
## 287 3.86173168 3.00634625 3.60267117 3.72759637 3.53488729 3.49948222
## 288 3.82032237 2.98904614 3.60411541 3.72220945 3.53274784 3.49084575
## 289 3.84094549 2.98150653 3.60720510 3.73437779 3.54548028 3.50528975
## 290 3.79633003 2.93197075 3.57197268 3.69945643 3.51203002 3.46993582
## 291 3.69796467 2.81151186 3.42981023 3.55895765 3.37256452 3.33025700
## 292 3.59218295 2.72047152 3.36160454 3.49200678 3.30404702 3.26375331
## 293 3.69225716 2.80783699 3.42447419 3.55676595 3.36708575 3.32962391
## 294 3.76254689 2.89024358 3.50764160 3.63722275 3.44788914 3.40909851
## 295 3.75147778 2.85492848 3.47135596 3.60451336 3.41489467 3.37735874
## 296 4.07423660 3.26399071 3.91753397 4.04166764 3.85360270 3.81277077
## 297 3.72750144 2.86777740 3.48531094 3.61006670 3.41906219 3.38070440
## 298 3.80704282 2.92736390 3.53767084 3.66864242 3.47988837 3.44098381
## 299 3.70851694 2.83310384 3.45962199 3.58921722 3.40244549 3.36054033
## 300 3.83410625 3.00334891 3.61754643 3.73777117 3.54731843 3.50741042
## 271 272 273 274 275 276
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## 272 3.12916039
## 273 3.25850043 0.25018182
## 274 3.21526789 0.21747268 0.12078040
## 275 3.13960976 0.30814895 0.16161773 0.19071861
## 276 3.20376333 0.39265209 0.26345487 0.24333954 0.23615658
## 277 3.18354486 0.33292865 0.39432753 0.35226724 0.43252267 0.58098081
## 278 3.49630517 0.45096723 0.43385326 0.46239341 0.55929283 0.67206885
## 279 3.25557081 0.30861403 0.25199449 0.32579506 0.31507454 0.50366181
## 280 3.28858750 0.18690939 0.25632510 0.22022122 0.38256506 0.43134917
## 281 2.94575183 0.40418596 0.43555906 0.42809566 0.36110624 0.33756316
## 282 3.13736245 0.19083705 0.13304850 0.16805997 0.14577879 0.29837367
## 283 3.01940613 0.33056380 0.29208831 0.23697151 0.20037839 0.22942034
## 284 3.07641988 0.14415162 0.31009811 0.28328116 0.33477117 0.48233287
## 285 3.10190630 0.19088007 0.19298193 0.20633963 0.16001223 0.32981098
## 286 3.15891244 0.15506296 0.29945872 0.28961727 0.36281409 0.50501634
## 287 3.28472791 0.29353683 0.15502855 0.26072786 0.23297188 0.37787478
## 288 3.25570695 0.14186549 0.21252377 0.18321495 0.31802828 0.37079495
## 289 3.23877333 0.18764422 0.15851088 0.14610423 0.25382751 0.37877527
## 290 3.18193839 0.19100459 0.23743675 0.16017056 0.28995017 0.38847227
## 291 3.13001243 0.28894190 0.27173534 0.16188175 0.26628170 0.23025987
## 292 2.97431195 0.22811124 0.30870140 0.26493593 0.25532379 0.40421492
## 293 3.09570482 0.24841493 0.17846187 0.18431129 0.11523356 0.30068038
## 294 3.17002735 0.19408979 0.11059709 0.11147427 0.15066739 0.30446438
## 295 3.15255113 0.27275069 0.14265696 0.12713698 0.08225575 0.24288273
## 296 3.40984345 0.51935315 0.56081290 0.58316363 0.65538249 0.81188092
## 297 3.13800058 0.16137357 0.15744290 0.16601682 0.16525687 0.31672676
## 298 3.22473242 0.24095308 0.07896544 0.07521524 0.16193536 0.26915637
## 299 3.12142665 0.20546622 0.21777368 0.11524536 0.23157571 0.29507241
## 300 3.25608801 0.16001962 0.19254970 0.22103655 0.30141372 0.41587578
## 277 278 279 280 281 282
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## 278 0.36399111
## 279 0.33853724 0.32961335
## 280 0.32097122 0.33890416 0.33017525
## 281 0.67431444 0.81318007 0.57211611 0.55153222
## 282 0.38651681 0.49074909 0.24545659 0.28335190 0.35597160
## 283 0.48326990 0.68163260 0.46727285 0.42182750 0.30375562 0.24135174
## 284 0.23827687 0.43700868 0.27471070 0.26121762 0.47792030 0.23568898
## 285 0.35676557 0.49709246 0.25377863 0.31764157 0.35063168 0.11172868
## 286 0.22863638 0.35325875 0.23230330 0.21449663 0.53048081 0.25375805
## 287 0.42349232 0.39655184 0.16362014 0.32256122 0.47791565 0.18956819
## 288 0.32717478 0.36950316 0.30600438 0.12768759 0.47563859 0.23496680
## 289 0.24513612 0.33834760 0.21760015 0.16895054 0.50943156 0.18608113
## 290 0.20581059 0.40258551 0.31606175 0.19136536 0.51027383 0.24057391
## 291 0.41998362 0.59972754 0.47247536 0.31944954 0.40213833 0.27535591
## 292 0.33136866 0.57834695 0.35583246 0.35794964 0.38648041 0.20704715
## 293 0.37487860 0.53297292 0.28316623 0.33760803 0.37110951 0.09943513
## 294 0.31816535 0.44346965 0.23732235 0.24475696 0.41958982 0.08987079
## 295 0.37069605 0.51922834 0.31073056 0.32717019 0.39744851 0.14435683
## 296 0.36455303 0.21883132 0.37912650 0.45468227 0.89346355 0.57329274
## 297 0.33758223 0.46222266 0.24214924 0.27040863 0.37072931 0.09689932
## 298 0.35065819 0.44408494 0.27505463 0.24254475 0.44732184 0.13912736
## 299 0.32469548 0.51610981 0.37139095 0.24712807 0.41839828 0.19702662
## 300 0.31362875 0.31964396 0.19275408 0.17111468 0.49503115 0.19918231
## 283 284 285 286 287 288
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## 284 0.37089910
## 285 0.26240514 0.20243079
## 286 0.42664348 0.09049236 0.23631706
## 287 0.40558445 0.32580287 0.20877651 0.29716343
## 288 0.37886335 0.23232585 0.23457662 0.20117239 0.26216568
## 289 0.34453144 0.20164019 0.19964673 0.17481282 0.21844258 0.14560037
## 290 0.31986858 0.19041207 0.23101243 0.19696375 0.32121114 0.17133367
## 291 0.17598148 0.35340461 0.29378424 0.38885983 0.41036941 0.28883369
## 292 0.22385769 0.18593139 0.19029169 0.26347570 0.36972340 0.32523475
## 293 0.19600462 0.25720445 0.13427295 0.29299695 0.24825564 0.29314537
## 294 0.24585444 0.21979735 0.13283307 0.23151089 0.20273633 0.20503181
## 295 0.18757481 0.29685148 0.16164761 0.32349373 0.24934546 0.27357709
## 296 0.76524151 0.45180144 0.56724436 0.37771557 0.50819300 0.49065808
## 297 0.26557425 0.19238438 0.05075077 0.21388014 0.19218999 0.18931302
## 298 0.25308726 0.28616626 0.19767712 0.28652797 0.21791062 0.21693775
## 299 0.19403185 0.24622914 0.22182932 0.28062127 0.34205161 0.22966675
## 300 0.40610608 0.20417188 0.20539781 0.15033539 0.18071185 0.12013805
## 289 290 291 292 293 294
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## 290 0.11504359
## 291 0.28405877 0.23037595
## 292 0.26839587 0.23691172 0.27723095
## 293 0.21626820 0.24386862 0.25758588 0.17174765
## 294 0.11698128 0.16778594 0.23906704 0.20398828 0.10979601
## 295 0.19847028 0.21808430 0.20749713 0.22557271 0.10508853 0.10450816
## 296 0.43958297 0.48514271 0.70826350 0.60597432 0.60418270 0.53337476
## 297 0.15654050 0.19546099 0.27051445 0.20145675 0.13983334 0.09944610
## 298 0.13546590 0.18765072 0.22021378 0.26521177 0.15098921 0.07797142
## 299 0.18912962 0.14057857 0.12228212 0.18907632 0.18404405 0.14753399
## 300 0.12355755 0.20827034 0.35895414 0.31720844 0.26729498 0.18277677
## 295 296 297 298 299
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## 295
## 296 0.61730962
## 297 0.14968606 0.54445414
## 298 0.10712412 0.55858292 0.16179498
## 299 0.16150566 0.60306811 0.19390701 0.15416462
## 300 0.27270783 0.42107858 0.16641339 0.21361928 0.27209750
pizza_sn <- hclust(pizza_dist, method = "single")
plot(pizza_sn, hang=-1,xlab="Object",ylab="Distance",
main="Dendrogram. Nearest neighbor linkage")
pizza_fn <- hclust(pizza_dist)
plot(pizza_fn, hang=-1,xlab="Object",ylab="Distance",
main="Dendrogram. Farthest neighbor linkage")
pizza_av <- hclust(pizza_dist)
plot(pizza_av, hang=-1,xlab="Object",ylab="Distance",
main="Dendrogram. Group average linkage")
plot(as.dendrogram(pizza_sn),ylab="Distance between each brand",ylim=c(0,2.5),main="Dendrogram of 3 brands")
plot(as.dendrogram(pizza_sn),ylab="Distance between each brand",xlim =c(6,0),main="Dendrogram of 3 brands")
#-----------------------------------------
#K-Means Clustering
matstd_pizza <- scale(pizza[,-1])
matstd_pizza
## mois prot fat ash sodium
## [1,] -1.36952632 1.252089225 2.74525454 1.95063460 2.971721335
## [2,] -1.29939119 1.225668703 2.63607034 2.13177639 3.025723176
## [3,] -1.31404629 1.028291868 2.84663986 1.92700740 2.593708445
## [4,] -1.08375182 1.053158241 2.55139689 1.69861123 2.539706603
## [5,] -1.09003258 1.228777000 2.38650648 1.72223842 2.620709366
## [6,] -1.02199103 1.065591427 2.46003869 1.80099572 2.647710286
## [7,] -1.01466348 1.180598402 2.35196862 1.63560539 2.458703841
## [8,] -1.27112778 1.248980928 2.38093585 2.08452201 2.917719494
## [9,] -1.32765460 1.104445135 2.77087940 1.87975302 2.809715811
## [10,] -1.37999425 1.214789665 2.79204776 1.99001325 2.674711207
## [11,] -1.41872560 1.216343814 2.82547149 1.81674718 2.647710286
## [12,] -1.45745694 1.216343814 2.76308053 1.98213752 2.701712128
## [13,] -1.27740853 1.029846016 2.77310765 1.80887145 2.404702000
## [14,] -1.04606727 0.975450826 2.47563643 1.71436269 2.647710286
## [15,] -1.04606727 1.149515436 2.42884320 1.78524426 2.539706603
## [16,] -1.05444162 0.700366575 2.68509182 2.06877055 2.944720414
## [17,] -0.85555094 1.039170906 2.17370871 2.05301909 2.755713969
## [18,] -0.66189422 0.645971384 2.29960477 1.90338021 2.539706603
## [19,] -0.95290269 1.084241207 2.25169742 2.20265796 2.539706603
## [20,] -1.03455255 0.882201927 2.45781044 2.07664628 2.809715811
## [21,] -1.45326977 0.961463491 3.00484552 1.82462291 2.647710286
## [22,] -1.37371349 1.031400165 2.82547149 1.84037437 2.782714890
## [23,] -1.04920765 1.119986618 2.45446807 1.83249864 2.593708445
## [24,] -0.91103097 0.913284893 2.58370650 1.56472382 2.242696475
## [25,] -0.80739846 0.726787096 2.41213134 2.03726763 2.782714890
## [26,] -1.09631334 0.995654754 2.67060820 1.70648696 2.539706603
## [27,] -1.25333229 1.028291868 2.78202064 1.69073550 2.566707524
## [28,] -1.09840692 0.829360884 2.64721159 1.75374134 2.566707524
## [29,] -1.18110357 1.200802330 2.57813588 1.90338021 2.755713969
## [30,] -1.34754367 -0.889527146 -0.20494690 -0.86887680 -0.484396518
## [31,] -1.13190430 -0.836686103 -0.56480908 -0.92400692 -0.511397439
## [32,] -1.16330809 -0.808711434 -0.65505316 -0.90037973 -0.565399280
## [33,] -1.13399789 -0.832023659 0.01787798 -0.93188265 -0.592400201
## [34,] -1.30253157 -0.881756404 -0.15035480 -0.97126130 -0.646402042
## [35,] -1.11096844 -0.821144620 -0.60268931 -0.87675253 -0.430394676
## [36,] -1.28159571 -0.886418849 -0.45785314 -0.96338557 -0.646402042
## [37,] -1.04083331 -0.786953358 -0.75866673 -0.90037973 -0.646402042
## [38,] -1.16435489 -0.804048989 -0.63722717 -0.89250400 -0.457395597
## [39,] -1.11201523 -0.872431515 -0.46676613 -0.97126130 -0.673402963
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## [248,] 0.86433004 2.271610516 -0.30521810 0.51725170 -0.754405725
## [249,] 0.65601822 1.385745979 0.11926330 1.13943439 0.190626500
## [250,] 0.66857974 1.259859966 0.16271416 1.10005574 0.001620055
## [251,] 0.69370277 1.202356479 0.14600229 1.09218001 0.082622817
## [252,] 0.72824694 1.379529386 -0.07793672 1.10793147 0.028620976
## [253,] 0.75232318 1.441695318 0.15157291 2.03726763 0.703643994
## [254,] 0.71463863 1.399733314 0.12929042 2.02939190 0.865649518
## [255,] 0.78896094 1.454128505 0.09141019 2.03726763 0.838648598
## [256,] 0.68323484 1.360879606 0.08695370 1.14731012 0.136624659
## [257,] 0.70940467 1.315809305 0.02456273 1.12368293 0.109623738
## [258,] 0.74813601 1.348446420 0.03793222 1.10793147 0.082622817
## [259,] 0.74394884 1.233439445 0.09141019 1.08430428 0.163625580
## [260,] 0.68532843 1.398179166 0.08249720 1.12368293 0.082622817
## [261,] 0.72196619 1.396625017 0.01787798 1.09218001 0.082622817
## [262,] 0.77535263 1.416828945 -0.07793672 1.21819169 -0.133384548
## [263,] 0.55343251 1.214789665 0.55154357 1.59622674 0.352632025
## [264,] 0.82769228 1.407504056 -0.17263729 1.15518585 0.136624659
## [265,] 0.83606663 1.488319768 0.18945314 2.06877055 0.487636628
## [266,] 0.73348091 1.374866941 0.01899211 1.13155866 -0.295390073
## [267,] 0.56285364 1.264522411 0.58051081 1.53322090 -0.187386390
## [268,] 0.56390044 1.252089225 0.64290178 1.63560539 0.055621897
## [269,] 0.64136312 1.160394474 0.60724980 1.48596652 0.055621897
## [270,] 0.61728688 1.138636398 0.54263058 1.50959371 0.082622817
## [271,] 1.18150833 1.962335002 -0.39991867 1.21031596 -0.160385469
## [272,] 1.43797263 -0.468352954 -0.81771532 -0.33332715 -0.376392835
## [273,] 1.42541111 -0.547614518 -0.74418311 -0.46721457 -0.538398359
## [274,] 1.35422919 -0.490111030 -0.79988933 -0.44358738 -0.511397439
## [275,] 1.40447525 -0.421728505 -0.68959102 -0.47509030 -0.565399280
## [276,] 1.25583064 -0.494773475 -0.65505316 -0.48296603 -0.484396518
## [277,] 1.47565718 -0.351791831 -0.99486110 -0.45933884 -0.538398359
## [278,] 1.60545952 -0.670392234 -0.97369274 -0.55384760 -0.511397439
## [279,] 1.60650631 -0.530518886 -0.78094922 -0.45933884 -0.565399280
## [280,] 1.41598998 -0.584914077 -0.89681816 -0.37270580 -0.430394676
## [281,] 1.33852729 -0.368887462 -0.55701021 -0.30182423 -0.322390993
## [282,] 1.44320660 -0.474569547 -0.71967238 -0.38058153 -0.511397439
## [283,] 1.28304726 -0.342466941 -0.71298763 -0.35695434 -0.538398359
## [284,] 1.49135908 -0.381320649 -0.86005205 -0.34120288 -0.430394676
## [285,] 1.46204887 -0.403078725 -0.73304187 -0.43571165 -0.457395597
## [286,] 1.52066928 -0.452811471 -0.87564979 -0.36483007 -0.430394676
## [287,] 1.53846476 -0.572480891 -0.70630288 -0.50659322 -0.511397439
## [288,] 1.42436432 -0.535181331 -0.84334019 -0.44358738 -0.376392835
## [289,] 1.44844056 -0.496327624 -0.85002493 -0.45146311 -0.511397439
## [290,] 1.38877336 -0.420174356 -0.89681816 -0.43571165 -0.484396518
## [291,] 1.24012874 -0.403078725 -0.80768820 -0.40420872 -0.484396518
## [292,] 1.40866243 -0.302059085 -0.79543284 -0.30969996 -0.511397439
## [293,] 1.40028808 -0.407741170 -0.70853113 -0.39633299 -0.565399280
## [294,] 1.42750470 -0.462136361 -0.78094922 -0.41996018 -0.538398359
## [295,] 1.37725863 -0.418620208 -0.74641136 -0.46721457 -0.565399280
## [296,] 1.70804524 -0.577143336 -1.03385546 -0.46721457 -0.538398359
## [297,] 1.45472132 -0.435715840 -0.75866673 -0.43571165 -0.457395597
## [298,] 1.38877336 -0.504098365 -0.77760685 -0.44358738 -0.565399280
## [299,] 1.32596577 -0.410849467 -0.82997069 -0.37270580 -0.511397439
## [300,] 1.50601418 -0.549168666 -0.81548707 -0.43571165 -0.430394676
## carb cal
## [1,] -1.225463493 2.675658630
## [2,] -1.211597501 2.530505359
## [3,] -1.223799574 2.707914912
## [4,] -1.191630471 2.369223947
## [5,] -1.170554162 2.256326958
## [6,] -1.190521192 2.256326958
## [7,] -1.169999522 2.191814393
## [8,] -1.104552037 2.336967664
## [9,] -1.202723265 2.675658630
## [10,] -1.232673809 2.707914912
## [11,] -1.217143898 2.756299336
## [12,] -1.177209839 2.740171195
## [13,] -1.198840787 2.643402348
## [14,] -1.112316993 2.336967664
## [15,] -1.191075831 2.256326958
## [16,] -1.173882000 2.417608370
## [17,] -1.144486096 1.933764133
## [18,] -1.158906728 1.917635992
## [19,] -1.158352089 2.030532981
## [20,] -1.136721140 2.240198817
## [21,] -1.197731508 2.917580748
## [22,] -1.176655199 2.740171195
## [23,] -1.194958309 2.272455099
## [24,] -1.239884126 2.304711382
## [25,] -1.176100559 2.078917405
## [26,] -1.224354214 2.465992794
## [27,] -1.207160383 2.643402348
## [28,] -1.155578890 2.449864653
## [29,] -1.220471736 2.433736512
## [30,] 1.194429553 0.756409824
## [31,] 1.244347127 0.369334434
## [32,] 1.294264700 0.304821869
## [33,] 0.954270559 0.788666106
## [34,] 1.147839817 0.772537965
## [35,] 1.243237847 0.320950010
## [36,] 1.290936862 0.530615846
## [37,] 1.273188391 0.159668598
## [38,] 1.283726546 0.320950010
## [39,] 1.201085229 0.417718858
## [40,] 1.018608765 0.691897259
## [41,] 1.293155421 0.401590717
## [42,] 1.069635619 0.772537965
## [43,] 1.262650237 0.369334434
## [44,] 1.297037899 0.724153541
## [45,] 1.198866670 0.708025400
## [46,] 1.024155162 0.820922389
## [47,] 1.295373980 0.353206293
## [48,] 1.242128568 1.111228931
## [49,] 1.271524472 0.256437446
## [50,] 1.323660605 0.143540457
## [51,] 1.397427686 0.127412316
## [52,] 1.222716178 0.514487705
## [53,] 1.246565685 0.417718858
## [54,] 1.179454281 0.643512835
## [55,] 1.237136810 0.562872129
## [56,] 1.208295546 0.611256553
## [57,] 1.177790362 0.740281682
## [58,] 1.132309906 0.804794247
## [59,] 1.251557443 0.208053022
## [60,] 1.325324524 0.514487705
## [61,] 1.347510112 0.466103282
## [62,] 1.285390465 0.191924881
## [63,] 1.343072995 0.482231423
## [64,] 1.030256199 0.853178671
## [65,] 1.262650237 0.611256553
## [66,] 1.257658480 0.530615846
## [67,] 1.330870921 0.546743988
## [68,] 1.279289428 0.595128411
## [69,] 1.278734788 0.579000270
## [70,] 1.391881289 0.401590717
## [71,] 1.356384348 0.385462575
## [72,] 1.298701818 0.466103282
## [73,] 1.260986318 -0.066125379
## [74,] 1.185000678 0.998331942
## [75,] 1.365258583 0.546743988
## [76,] 1.399091605 0.482231423
## [77,] 1.368031781 0.530615846
## [78,] 1.085720170 0.514487705
## [79,] 1.332534840 0.337078152
## [80,] 1.195538832 0.627384694
## [81,] 1.399646245 0.498359564
## [82,] 1.416840076 0.353206293
## [83,] 1.331425561 0.804794247
## [84,] 1.304802855 0.837050530
## [85,] 1.361930745 0.514487705
## [86,] 1.404638002 0.837050530
## [87,] 1.429596789 0.191924881
## [88,] 1.277625509 0.530615846
## [89,] 0.974237589 0.175796739
## [90,] 0.781222970 0.095156033
## [91,] 0.931530331 0.095156033
## [92,] 1.288718303 -1.098326418
## [93,] 1.030810839 0.062899751
## [94,] 1.290936862 -1.114454559
## [95,] 1.073518096 -0.066125379
## [96,] 0.653655838 -0.130637944
## [97,] 0.910454022 -0.001612814
## [98,] 0.873293162 -0.017740955
## [99,] 0.907680824 -0.308047497
## [100,] 1.031920118 -0.082253520
## [101,] 0.806181757 0.401590717
## [102,] 0.858317890 0.530615846
## [103,] 0.624259933 0.240309304
## [104,] 0.920992177 -0.243534933
## [105,] 1.061870663 -0.275791215
## [106,] 0.624259933 0.240309304
## [107,] 1.045231471 0.046771610
## [108,] 0.910454022 -0.098381662
## [109,] 0.865528206 0.304821869
## [110,] 0.832804463 0.208053022
## [111,] 0.752936345 0.433846999
## [112,] 0.853880772 0.482231423
## [113,] 0.816719912 0.353206293
## [114,] 1.253776002 -0.678994746
## [115,] 0.907680824 -0.308047497
## [116,] 1.094594405 -0.017740955
## [117,] 1.074072736 -0.291919356
## [118,] 0.752381706 0.369334434
## [119,] 0.955934478 0.046771610
## [120,] 1.369695701 -0.711251028
## [121,] 0.884385956 0.095156033
## [122,] 0.875511721 0.111284174
## [123,] 1.203303788 -1.146710841
## [124,] 0.893260191 0.095156033
## [125,] 1.088493369 0.224181163
## [126,] 1.057988185 0.111284174
## [127,] 1.328652362 -1.066070135
## [128,] 0.907680824 0.417718858
## [129,] 0.867192125 -0.049997238
## [130,] 1.001414934 -0.082253520
## [131,] 1.008070611 -0.259663074
## [132,] 1.038575795 -0.114509803
## [133,] 0.917664339 -0.114509803
## [134,] 0.947060243 0.046771610
## [135,] 1.016944846 0.175796739
## [136,] 0.998641736 -0.098381662
## [137,] 0.990876780 -0.066125379
## [138,] 0.745726029 0.320950010
## [139,] 0.827258066 0.095156033
## [140,] 1.025819082 -0.082253520
## [141,] 0.868301405 0.062899751
## [142,] 0.912672581 0.014515327
## [143,] 0.757373463 0.191924881
## [144,] 0.965917993 -0.066125379
## [145,] 1.046340751 -0.243534933
## [146,] 0.897697309 0.304821869
## [147,] 1.202194509 -0.549969616
## [148,] 1.013617008 -0.146766085
## [149,] 0.990876780 -0.066125379
## [150,] 0.112327482 -0.662866605
## [151,] 0.189422402 -0.485457051
## [152,] 0.089032615 -0.824148017
## [153,] 0.145051225 -0.743507311
## [154,] 0.166682174 -0.646738463
## [155,] 0.127857394 -0.888660582
## [156,] 0.076275901 -0.549969616
## [157,] 0.048543916 -0.630610322
## [158,] 0.038560401 -0.566097757
## [159,] 0.026912967 -0.808019876
## [160,] 0.086814056 -0.614482181
## [161,] 0.210498711 -0.824148017
## [162,] 0.022475850 -0.711251028
## [163,] 0.069620225 -0.678994746
## [164,] 0.135622350 -0.582225898
## [165,] 0.117873880 -0.791891734
## [166,] 0.048543916 -0.211278650
## [167,] 0.019702651 -0.743507311
## [168,] 0.111218203 -0.501585192
## [169,] 0.182212086 -0.566097757
## [170,] 0.004172739 -0.775763593
## [171,] 0.133958431 -0.582225898
## [172,] 0.110108924 -0.630610322
## [173,] 0.093469732 -0.791891734
## [174,] 0.231020380 -0.566097757
## [175,] 0.041333600 -0.533841475
## [176,] 0.064073828 -0.356431921
## [177,] 0.138395549 -0.582225898
## [178,] 0.072393423 -0.275791215
## [179,] 0.172783211 -0.566097757
## [180,] 0.089032615 -0.824148017
## [181,] 0.145051225 -0.743507311
## [182,] -1.044096309 0.095156033
## [183,] -1.048533426 -0.356431921
## [184,] -1.024129279 0.272565587
## [185,] -1.041877750 -0.001612814
## [186,] -1.000834412 -0.098381662
## [187,] -1.049642706 0.079027892
## [188,] -1.108989155 0.079027892
## [189,] -1.063508699 0.127412316
## [190,] -1.030230316 -0.469328910
## [191,] -0.987523059 -0.404816345
## [192,] -1.099560280 0.062899751
## [193,] -1.064063338 0.143540457
## [194,] -1.058516941 -0.146766085
## [195,] -1.019137522 0.062899751
## [196,] -1.013036485 -0.727379169
## [197,] -1.000279772 -0.824148017
## [198,] -1.061290140 -0.501585192
## [199,] -1.058516941 0.143540457
## [200,] -1.063508699 -0.017740955
## [201,] -0.980312742 -0.453200769
## [202,] -1.028566397 0.046771610
## [203,] -1.030784956 0.127412316
## [204,] -1.011372566 0.143540457
## [205,] -1.050197346 -0.114509803
## [206,] -1.058516941 -0.130637944
## [207,] -1.050751985 -0.533841475
## [208,] -1.072937574 -0.243534933
## [209,] -1.103997397 -0.162894226
## [210,] -1.109543794 -0.098381662
## [211,] -1.087912846 -0.033869097
## [212,] -1.065727257 -0.066125379
## [213,] -1.228791332 -0.437072627
## [214,] -1.161125287 -0.791891734
## [215,] -1.169444883 -0.501585192
## [216,] -1.121745868 -0.646738463
## [217,] -1.223244934 -0.291919356
## [218,] -1.150032493 -0.582225898
## [219,] -1.142822177 -1.017685712
## [220,] -1.173882000 -0.646738463
## [221,] -1.101778838 -0.872532441
## [222,] -1.148923214 -1.066070135
## [223,] -1.093459243 -1.227351548
## [224,] -1.136721140 -0.582225898
## [225,] -1.223244934 -0.420944486
## [226,] -1.144486096 -0.453200769
## [227,] -1.134502581 -0.404816345
## [228,] -1.132284022 -0.469328910
## [229,] -1.108989155 -0.662866605
## [230,] -1.212706780 -1.114454559
## [231,] -1.153360331 -0.356431921
## [232,] -1.205496464 -0.582225898
## [233,] -1.203832545 -1.114454559
## [234,] -1.084585007 -0.711251028
## [235,] -1.096232441 -0.969301288
## [236,] -1.110653074 -0.791891734
## [237,] -1.207715023 -0.146766085
## [238,] -1.101224199 -0.985429429
## [239,] -1.204941824 -0.533841475
## [240,] -1.133947941 -0.114509803
## [241,] -1.152251052 0.014515327
## [242,] -0.983640581 -0.453200769
## [243,] -0.919857014 -0.582225898
## [244,] -0.931504448 -0.404816345
## [245,] -1.089576765 -0.243534933
## [246,] -0.939824044 -0.469328910
## [247,] -0.984749860 -0.501585192
## [248,] -1.153360331 -0.791891734
## [249,] -0.981976661 -0.404816345
## [250,] -0.962564272 -0.388688204
## [251,] -0.946479720 -0.404816345
## [252,] -0.917638455 -0.598354040
## [253,] -1.132284022 -0.517713333
## [254,] -1.085694287 -0.517713333
## [255,] -1.126182986 -0.582225898
## [256,] -0.971993147 -0.453200769
## [257,] -0.937050845 -0.517713333
## [258,] -0.974766345 -0.533841475
## [259,] -0.956463235 -0.485457051
## [260,] -0.982531301 -0.453200769
## [261,] -0.967001389 -0.517713333
## [262,] -0.963673551 -0.630610322
## [263,] -1.113980912 -0.066125379
## [264,] -0.936496205 -0.727379169
## [265,] -1.214370699 -0.549969616
## [266,] -0.968665308 -0.533841475
## [267,] -1.146704655 -0.049997238
## [268,] -1.181092317 -0.017740955
## [269,] -1.161125287 -0.082253520
## [270,] -1.110098434 -0.114509803
## [271,] -1.212706780 -1.114454559
## [272,] -0.164437732 -1.453145525
## [273,] -0.156118136 -1.372504819
## [274,] -0.113410879 -1.372504819
## [275,] -0.217128504 -1.324120395
## [276,] -0.128940791 -1.211223406
## [277,] -0.128940791 -1.598298796
## [278,] -0.087897452 -1.646683220
## [279,] -0.240978012 -1.517658090
## [280,] -0.069039702 -1.485401807
## [281,] -0.279248151 -1.211223406
## [282,] -0.210472828 -1.388632960
## [283,] -0.177749085 -1.275735971
## [284,] -0.202153232 -1.517658090
## [285,] -0.235431614 -1.404761101
## [286,] -0.182740842 -1.549914372
## [287,] -0.223784181 -1.420889242
## [288,] -0.112856239 -1.453145525
## [289,] -0.135596467 -1.469273666
## [290,] -0.108973761 -1.469273666
## [291,] -0.082905695 -1.324120395
## [292,] -0.221010982 -1.420889242
## [293,] -0.216019225 -1.404761101
## [294,] -0.173311967 -1.404761101
## [295,] -0.176085166 -1.356376677
## [296,] -0.151681019 -1.759580208
## [297,] -0.207144989 -1.404761101
## [298,] -0.137815026 -1.388632960
## [299,] -0.116738717 -1.388632960
## [300,] -0.165547011 -1.485401807
## attr(,"scaled:center")
## mois prot fat ash sodium carb cal
## 40.903067 13.373567 20.229533 2.633233 0.669400 22.864767 3.271000
## attr(,"scaled:scale")
## mois prot fat ash sodium carb cal
## 9.5529866 6.4343924 8.9756583 1.2697235 0.3703577 18.0297225 0.6200343
(kmeans2.employ <- kmeans(matstd_pizza,3,nstart = 10))
## K-means clustering with 3 clusters of sizes 29, 120, 151
##
## Cluster means:
## mois prot fat ash sodium carb
## 1 -1.1448629 1.0465129 2.58670311 1.8754078 2.66446948 -1.1857016
## 2 -0.8851403 -0.8444050 -0.54431848 -0.9325390 -0.61400094 1.1066070
## 3 0.9232971 0.4700644 -0.06421306 0.3809129 -0.02377154 -0.6517052
## cal
## 1 2.4237259
## 2 0.2303636
## 3 -0.6485542
##
## Clustering vector:
## [1] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 2 2 2 2 2 2 2
## [38] 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
## [75] 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
## [112] 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
## [149] 2 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3
## [186] 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3
## [223] 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3
## [260] 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3
## [297] 3 3 3 3
##
## Within cluster sum of squares by cluster:
## [1] 6.730243 63.028693 410.021393
## (between_SS / total_SS = 77.1 %)
##
## Available components:
##
## [1] "cluster" "centers" "totss" "withinss" "tot.withinss"
## [6] "betweenss" "size" "iter" "ifault"
(kmeans2.employ <- kmeans(matstd_pizza,4,nstart = 10))
## K-means clustering with 4 clusters of sizes 90, 120, 29, 61
##
## Cluster means:
## mois prot fat ash sodium carb cal
## 1 0.8963270 1.0935488 0.3043317 0.8500451 0.1714258 -1.07671529 -0.4021283
## 2 -0.8851403 -0.8444050 -0.5443185 -0.9325390 -0.6140009 1.10660698 0.2303636
## 3 -1.1448629 1.0465129 2.5867031 1.8754078 2.6644695 -1.18570156 2.4237259
## 4 0.9630890 -0.4498306 -0.6079677 -0.3112493 -0.3117677 -0.02464125 -1.0121334
##
## Clustering vector:
## [1] 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 2 2 2 2 2 2 2 2
## [38] 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
## [75] 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
## [112] 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
## [149] 2 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 1 1 1 1
## [186] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
## [223] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
## [260] 1 1 1 1 1 1 1 1 1 1 1 1 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4
## [297] 4 4 4 4
##
## Within cluster sum of squares by cluster:
## [1] 149.848826 63.028693 6.730243 31.853505
## (between_SS / total_SS = 88.0 %)
##
## Available components:
##
## [1] "cluster" "centers" "totss" "withinss" "tot.withinss"
## [6] "betweenss" "size" "iter" "ifault"
(kmeans2.employ <- kmeans(matstd_pizza,5,nstart = 10))
## K-means clustering with 5 clusters of sizes 29, 61, 31, 59, 120
##
## Cluster means:
## mois prot fat ash sodium carb
## 1 -1.1448629 1.04651292 2.58670311 1.8754078 2.6644695 -1.18570156
## 2 0.9630890 -0.44983056 -0.60796771 -0.3112493 -0.3117677 -0.02464125
## 3 1.0891542 0.04120716 0.82342587 0.6539337 0.8517136 -1.04799668
## 4 0.7950111 1.64647411 0.03158738 0.9530866 -0.1860135 -1.09180472
## 5 -0.8851403 -0.84440504 -0.54431848 -0.9325390 -0.6140009 1.10660698
## cal
## 1 2.4237259
## 2 -1.0121334
## 3 -0.1290772
## 4 -0.5455959
## 5 0.2303636
##
## Clustering vector:
## [1] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 5 5 5 5 5 5 5 5
## [38] 5 5 5 5 5 5 5 5 5 5 5 5 5 5 5 5 5 5 5 5 5 5 5 5 5 5 5 5 5 5 5 5 5 5 5 5 5
## [75] 5 5 5 5 5 5 5 5 5 5 5 5 5 5 5 5 5 5 5 5 5 5 5 5 5 5 5 5 5 5 5 5 5 5 5 5 5
## [112] 5 5 5 5 5 5 5 5 5 5 5 5 5 5 5 5 5 5 5 5 5 5 5 5 5 5 5 5 5 5 5 5 5 5 5 5 5
## [149] 5 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 3 3 3 3
## [186] 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 4 4 4 4 4 4 4 4 4 4
## [223] 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4
## [260] 4 4 4 4 4 4 4 4 4 4 4 4 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
## [297] 2 2 2 2
##
## Within cluster sum of squares by cluster:
## [1] 6.730243 31.853505 8.440389 47.272099 63.028693
## (between_SS / total_SS = 92.5 %)
##
## Available components:
##
## [1] "cluster" "centers" "totss" "withinss" "tot.withinss"
## [6] "betweenss" "size" "iter" "ifault"
(kmeans2.employ <- kmeans(matstd_pizza,6,nstart = 10))
## K-means clustering with 6 clusters of sizes 61, 31, 61, 59, 59, 29
##
## Cluster means:
## mois prot fat ash sodium carb
## 1 -1.2471030 -0.82995995 -0.44220060 -0.9249107 -0.5870885 1.24168304
## 2 1.0891542 0.04120716 0.82342587 0.6539337 0.8517136 -1.04799668
## 3 0.9630890 -0.44983056 -0.60796771 -0.3112493 -0.3117677 -0.02464125
## 4 0.7950111 1.64647411 0.03158738 0.9530866 -0.1860135 -1.09180472
## 5 -0.5109076 -0.85933979 -0.64989797 -0.9404258 -0.6418256 0.96695207
## 6 -1.1448629 1.04651292 2.58670311 1.8754078 2.6644695 -1.18570156
## cal
## 1 0.53088024
## 2 -0.12907716
## 3 -1.01213340
## 4 -0.54559588
## 5 -0.08034001
## 6 2.42372594
##
## Clustering vector:
## [1] 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 1 1 1 1 1 1 1 1
## [38] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 5 1
## [75] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 5 5 5 5 5 5 5 5 5 5 5 5 5 1 5 5 5 5 5 5 5 5 5
## [112] 1 5 5 5 5 5 5 5 5 5 5 5 5 5 5 5 1 5 5 5 5 5 5 5 5 5 5 5 5 5 5 5 5 5 5 5 5
## [149] 5 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 2 2 2 2
## [186] 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 4 4 4 4 4 4 4 4 4 4
## [223] 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4
## [260] 4 4 4 4 4 4 4 4 4 4 4 4 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3
## [297] 3 3 3 3
##
## Within cluster sum of squares by cluster:
## [1] 9.667416 8.440389 31.853505 47.272099 22.221254 6.730243
## (between_SS / total_SS = 94.0 %)
##
## Available components:
##
## [1] "cluster" "centers" "totss" "withinss" "tot.withinss"
## [6] "betweenss" "size" "iter" "ifault"
pizza.dist <- get_dist(pizza[,-1], stand = TRUE, method = "pearson")
head(pizza.dist,n=3)#Pearson method
## [1] 0.001690964 0.004158626 0.001684613
head(pizza_dist,n=3)#Euclidean method
## [1] 0.2729990 0.4560016 0.7099442
fviz_dist(pizza.dist,
gradient = list(low = "#00AFBB", mid = "white", high = "#FC4E07"))
fviz_nbclust(matstd_pizza, kmeans, method = "gap_stat")
set.seed(123)
km.res <- kmeans(matstd_pizza, 3, nstart = 25)
# Visualize
fviz_cluster(km.res, data = matstd_pizza,
ellipse.type = "convex",
palette = "jco",
ggtheme = theme_minimal())
pam.res <- pam(matstd_pizza, 3)
# Visualize
fviz_cluster(pam.res)
set.seed(123)
# Determining the optimal numbers of Clusters
library("NbClust")
res.nbclust <- pizza[,-1] %>%
scale() %>%
NbClust(distance = "euclidean",
min.nc = 2, max.nc = 5,
method = "complete", index ="all")
## *** : The Hubert index is a graphical method of determining the number of clusters.
## In the plot of Hubert index, we seek a significant knee that corresponds to a
## significant increase of the value of the measure i.e the significant peak in Hubert
## index second differences plot.
##
## *** : The D index is a graphical method of determining the number of clusters.
## In the plot of D index, we seek a significant knee (the significant peak in Dindex
## second differences plot) that corresponds to a significant increase of the value of
## the measure.
##
## *******************************************************************
## * Among all indices:
## * 5 proposed 2 as the best number of clusters
## * 8 proposed 3 as the best number of clusters
## * 6 proposed 4 as the best number of clusters
## * 2 proposed 5 as the best number of clusters
##
## ***** Conclusion *****
##
## * According to the majority rule, the best number of clusters is 3
##
##
## *******************************************************************
fviz_nbclust <- function (x, FUNcluster = NULL, method = c("silhouette", "wss",
"gap_stat"), diss = NULL, k.max = 10, nboot = 100, verbose = interactive(),
barfill = "steelblue", barcolor = "steelblue", linecolor = "steelblue",
print.summary = TRUE, ...)
{
set.seed(123)
if (k.max < 2)
stop("k.max must bet > = 2")
method = match.arg(method)
if (!inherits(x, c("data.frame", "matrix")) & !("Best.nc" %in%
names(x)))
stop("x should be an object of class matrix/data.frame or ",
"an object created by the function NbClust() [NbClust package].")
if (inherits(x, "list") & "Best.nc" %in% names(x)) {
best_nc <- x$Best.nc
if (any(class(best_nc) == "numeric") )
print(best_nc)
else if (any(class(best_nc) == "matrix") )
.viz_NbClust(x, print.summary, barfill, barcolor)
}
else if (is.null(FUNcluster))
stop("The argument FUNcluster is required. ", "Possible values are kmeans, pam, hcut, clara, ...")
else if (!is.function(FUNcluster)) {
stop("The argument FUNcluster should be a function. ",
"Check if you're not overriding the specified function name somewhere.")
}
else if (method %in% c("silhouette", "wss")) {
if (is.data.frame(x))
x <- as.matrix(x)
if (is.null(diss))
diss <- stats::dist(x)
v <- rep(0, k.max)
if (method == "silhouette") {
for (i in 2:k.max) {
clust <- FUNcluster(x, i, ...)
v[i] <- .get_ave_sil_width(diss, clust$cluster)
}
}
else if (method == "wss") {
for (i in 1:k.max) {
clust <- FUNcluster(x, i, ...)
v[i] <- .get_withinSS(diss, clust$cluster)
}
}
df <- data.frame(clusters = as.factor(1:k.max), y = v,
stringsAsFactors = TRUE)
ylab <- "Total Within Sum of Square"
if (method == "silhouette")
ylab <- "Average silhouette width"
p <- ggpubr::ggline(df, x = "clusters", y = "y", group = 1,
color = linecolor, ylab = ylab, xlab = "Number of clusters k",
main = "Optimal number of clusters")
if (method == "silhouette")
p <- p + geom_vline(xintercept = which.max(v), linetype = 2,
color = linecolor)
return(p)
}
else if (method == "gap_stat") {
extra_args <- list(...)
gap_stat <- cluster::clusGap(x, FUNcluster, K.max = k.max,
B = nboot, verbose = verbose, ...)
if (!is.null(extra_args$maxSE))
maxSE <- extra_args$maxSE
else maxSE <- list(method = "firstSEmax", SE.factor = 1)
p <- fviz_gap_stat(gap_stat, linecolor = linecolor,
maxSE = maxSE)
return(p)
}
}
.viz_NbClust <- function (x, print.summary = TRUE, barfill = "steelblue",
barcolor = "steelblue")
{
best_nc <- x$Best.nc
if (any(class(best_nc) == "numeric") )
print(best_nc)
else if (any(class(best_nc) == "matrix") ) {
best_nc <- as.data.frame(t(best_nc), stringsAsFactors = TRUE)
best_nc$Number_clusters <- as.factor(best_nc$Number_clusters)
if (print.summary) {
ss <- summary(best_nc$Number_clusters)
cat("Among all indices: \n===================\n")
for (i in 1:length(ss)) {
cat("*", ss[i], "proposed ", names(ss)[i],
"as the best number of clusters\n")
}
cat("\nConclusion\n=========================\n")
cat("* According to the majority rule, the best number of clusters is ",
names(which.max(ss)), ".\n\n")
}
df <- data.frame(Number_clusters = names(ss), freq = ss,
stringsAsFactors = TRUE)
p <- ggpubr::ggbarplot(df, x = "Number_clusters",
y = "freq", fill = barfill, color = barcolor) +
labs(x = "Number of clusters k", y = "Frequency among all indices",
title = paste0("Optimal number of clusters - k = ",
names(which.max(ss))))
return(p)
}
}
# assign them to the factoextra namespace
environment(fviz_nbclust) <- asNamespace("factoextra")
assignInNamespace("fviz_nbclust",fviz_nbclust,"factoextra")
environment(.viz_NbClust) <- asNamespace("factoextra")
assignInNamespace(".viz_NbClust",.viz_NbClust,"factoextra")
fviz_nbclust(res.nbclust, ggtheme = theme_minimal())
## Among all indices:
## ===================
## * 2 proposed 0 as the best number of clusters
## * 5 proposed 2 as the best number of clusters
## * 8 proposed 3 as the best number of clusters
## * 6 proposed 4 as the best number of clusters
## * 2 proposed 5 as the best number of clusters
## * 3 proposed NA's as the best number of clusters
##
## Conclusion
## =========================
## * According to the majority rule, the best number of clusters is 3 .
library(factoextra)
fviz_nbclust(res.nbclust, ggtheme = theme_minimal())
## Among all indices:
## ===================
## * 2 proposed 0 as the best number of clusters
## * 5 proposed 2 as the best number of clusters
## * 8 proposed 3 as the best number of clusters
## * 6 proposed 4 as the best number of clusters
## * 2 proposed 5 as the best number of clusters
## * 3 proposed NA's as the best number of clusters
##
## Conclusion
## =========================
## * According to the majority rule, the best number of clusters is 3 .
class(res.nbclust)
## [1] "list"
# Quality of Clustering
set.seed(123)
# Enhanced hierarchical clustering, cut in 3 groups
res.hc <- pizza[, -1] %>% scale() %>%
eclust("hclust", k = 3, graph = FALSE)
# Visualize with factoextra
fviz_dend(res.hc, palette = "jco",
rect = TRUE, show_labels = FALSE)
## Warning: The `<scale>` argument of `guides()` cannot be `FALSE`. Use "none" instead as
## of ggplot2 3.3.4.
## ℹ The deprecated feature was likely used in the factoextra package.
## Please report the issue at <]8;;https://github.com/kassambara/factoextra/issueshttps://github.com/kassambara/factoextra/issues]8;;>.
fviz_silhouette(res.hc)
## cluster size ave.sil.width
## 1 1 29 0.89
## 2 2 120 0.76
## 3 3 151 0.39
# Silhouette width of observations
sil <- res.hc$silinfo$widths[, 1:3]
# Objects with negative silhouette
neg_sil_index <- which(sil[, 'sil_width'] < 0)
sil[neg_sil_index, , drop = FALSE]
## cluster neighbor sil_width
## 174 3 2 -0.07302361
employ <- read.csv("D:/Rutgers MITA/Spring 2023/MVA/Euroemp.csv",header=TRUE,row.names=1)
attach(employ)
(agn.employ <- agnes(employ, metric="euclidean", stand=TRUE, method = "single"))
## Call: agnes(x = employ, metric = "euclidean", stand = TRUE, method = "single")
## Agglomerative coefficient: 0.6807737
## Order of objects:
## [1] Belgium Denmark France Sweden UK
## [6] Finland Norway Germany Italy Portugal
## [11] Spain Luxembourg Cyprus Ireland Iceland
## [16] Greece Austria Switzerland Netherlands Malta
## [21] Bulgaria USSRF Poland Romania YugoslaviaF
## [26] Turkey Gibraltar Czech/Slovakia Hungary Albania
## Height (summary):
## Min. 1st Qu. Median Mean 3rd Qu. Max.
## 0.7543 1.5237 2.0610 2.7708 3.2836 7.7625
##
## Available components:
## [1] "order" "height" "ac" "merge" "diss" "call"
## [7] "method" "order.lab" "data"
plot(agn.employ, which.plots=2)
plot(agn.employ, which.plots=1)
#When which.plots=1, the plot function generates a dendrogram with the observations (or data points) labeled at the bottom of the plot. This plot shows the hierarchical structure of the clustering, with the height of the branches indicating the distance between the clusters.
#When which.plots=2, the plot function generates a plot of the agglomerative coefficients, which are the distances between clusters at each step of the clustering process. This plot shows how the distances between clusters change as more observations are merged into larger clusters.
matstd.employ <- scale(employ[,2:10])
(kmeans2.employ <- kmeans(matstd.employ,2,nstart = 10))
## K-means clustering with 2 clusters of sizes 26, 4
##
## Cluster means:
## AGR MIN MAN PS CON SER
## 1 -0.2489327 -0.3154468 0.2678038 0.1858344 0.09456766 0.1740157
## 2 1.6180623 2.0504042 -1.7407248 -1.2079233 -0.61468979 -1.1311023
## FIN SPS TC
## 1 0.07042682 0.1906032 0.08461304
## 2 -0.45777434 -1.2389207 -0.54998476
##
## Clustering vector:
## Belgium Denmark France Germany Greece
## 1 1 1 1 1
## Ireland Italy Luxembourg Netherlands Portugal
## 1 1 1 1 1
## Spain UK Austria Finland Iceland
## 1 1 1 1 1
## Norway Sweden Switzerland Albania Bulgaria
## 1 1 1 2 1
## Czech/Slovakia Hungary Poland Romania USSRF
## 2 2 1 1 1
## YugoslaviaF Cyprus Gibraltar Malta Turkey
## 1 1 1 1 2
##
## Within cluster sum of squares by cluster:
## [1] 139.01843 52.67841
## (between_SS / total_SS = 26.6 %)
##
## Available components:
##
## [1] "cluster" "centers" "totss" "withinss" "tot.withinss"
## [6] "betweenss" "size" "iter" "ifault"
perc.var.2 <- round(100*(1 - kmeans2.employ$betweenss/kmeans2.employ$totss),1)
names(perc.var.2) <- "Perc. 2 clus"
perc.var.2
## Perc. 2 clus
## 73.4
(kmeans3.employ <- kmeans(matstd.employ,3,nstart = 10))
## K-means clustering with 3 clusters of sizes 20, 6, 4
##
## Cluster means:
## AGR MIN MAN PS CON SER
## 1 -0.3950358 -0.3459011 -0.02555483 0.09663386 0.1866023 0.5684581
## 2 0.2380778 -0.2139323 1.24566600 0.48316932 -0.2122143 -1.1407920
## 3 1.6180623 2.0504042 -1.74072482 -1.20792331 -0.6146898 -1.1311023
## FIN SPS TC
## 1 0.4540118 0.3334455 -0.05945781
## 2 -1.2081898 -0.2855377 0.56484921
## 3 -0.4577743 -1.2389207 -0.54998476
##
## Clustering vector:
## Belgium Denmark France Germany Greece
## 1 1 1 1 1
## Ireland Italy Luxembourg Netherlands Portugal
## 1 1 1 1 1
## Spain UK Austria Finland Iceland
## 1 1 1 1 1
## Norway Sweden Switzerland Albania Bulgaria
## 1 1 1 3 2
## Czech/Slovakia Hungary Poland Romania USSRF
## 3 3 2 2 2
## YugoslaviaF Cyprus Gibraltar Malta Turkey
## 2 1 1 2 3
##
## Within cluster sum of squares by cluster:
## [1] 67.82756 30.57518 52.67841
## (between_SS / total_SS = 42.1 %)
##
## Available components:
##
## [1] "cluster" "centers" "totss" "withinss" "tot.withinss"
## [6] "betweenss" "size" "iter" "ifault"
perc.var.3 <- round(100*(1 - kmeans3.employ$betweenss/kmeans3.employ$totss),1)
names(perc.var.3) <- "Perc. 3 clus"
perc.var.3
## Perc. 3 clus
## 57.9
(kmeans4.employ <- kmeans(matstd.employ,4,nstart = 10))
## K-means clustering with 4 clusters of sizes 2, 20, 6, 2
##
## Cluster means:
## AGR MIN MAN PS CON SER
## 1 0.1514056 3.3447137 -2.14519617 -1.28845153 -0.04756528 -0.7532069
## 2 -0.3950358 -0.3459011 -0.02555483 0.09663386 0.18660226 0.5684581
## 3 0.2380778 -0.2139323 1.24566600 0.48316932 -0.21221433 -1.1407920
## 4 3.0847191 0.7560948 -1.33625348 -1.12739509 -1.18181429 -1.5089977
## FIN SPS TC
## 1 -1.4673862 -0.2168254 1.13240106
## 2 0.4540118 0.3334455 -0.05945781
## 3 -1.2081898 -0.2855377 0.56484921
## 4 0.5518376 -2.2610160 -2.23237058
##
## Clustering vector:
## Belgium Denmark France Germany Greece
## 2 2 2 2 2
## Ireland Italy Luxembourg Netherlands Portugal
## 2 2 2 2 2
## Spain UK Austria Finland Iceland
## 2 2 2 2 2
## Norway Sweden Switzerland Albania Bulgaria
## 2 2 2 4 3
## Czech/Slovakia Hungary Poland Romania USSRF
## 1 1 3 3 3
## YugoslaviaF Cyprus Gibraltar Malta Turkey
## 3 2 2 3 4
##
## Within cluster sum of squares by cluster:
## [1] 2.311736 67.827562 30.575182 12.945659
## (between_SS / total_SS = 56.5 %)
##
## Available components:
##
## [1] "cluster" "centers" "totss" "withinss" "tot.withinss"
## [6] "betweenss" "size" "iter" "ifault"
perc.var.4 <- round(100*(1 - kmeans4.employ$betweenss/kmeans4.employ$totss),1)
names(perc.var.4) <- "Perc. 4 clus"
perc.var.4
## Perc. 4 clus
## 43.5
Variance_List <- c(perc.var.2,perc.var.3,perc.var.4)
Variance_List
## Perc. 2 clus Perc. 3 clus Perc. 4 clus
## 73.4 57.9 43.5
plot(Variance_List)
fviz_nbclust(matstd.employ, kmeans, method = "gap_stat")
#######################Exploratory Factor Analysis#####################################
# Factor Analysis
library(psych)
fit.pc <- principal(pizza[-1], nfactors=4, rotate="varimax")
fit.pc
## Principal Components Analysis
## Call: principal(r = pizza[-1], nfactors = 4, rotate = "varimax")
## Standardized loadings (pattern matrix) based upon correlation matrix
## RC1 RC3 RC2 RC4 h2 u2 com
## mois -0.02 0.27 -0.96 0.05 1.00 7.0e-05 1.2
## prot 0.20 0.97 -0.11 0.02 1.00 4.2e-03 1.1
## fat 0.86 0.36 0.27 0.21 1.00 9.3e-04 1.7
## ash 0.68 0.71 -0.10 -0.13 0.99 1.2e-02 2.1
## sodium 0.94 0.26 0.16 -0.08 0.99 1.0e-02 1.2
## carb -0.54 -0.72 0.42 -0.13 1.00 7.3e-06 2.6
## cal 0.58 0.04 0.80 0.13 1.00 3.4e-04 1.9
##
## RC1 RC3 RC2 RC4
## SS loadings 2.76 2.24 1.86 0.11
## Proportion Var 0.39 0.32 0.27 0.02
## Cumulative Var 0.39 0.71 0.98 1.00
## Proportion Explained 0.40 0.32 0.27 0.02
## Cumulative Proportion 0.40 0.72 0.98 1.00
##
## Mean item complexity = 1.7
## Test of the hypothesis that 4 components are sufficient.
##
## The root mean square of the residuals (RMSR) is 0
## with the empirical chi square 0.15 with prob < NA
##
## Fit based upon off diagonal values = 1
round(fit.pc$values, 3)
## [1] 4.172 2.290 0.415 0.095 0.028 0.000 0.000
fit.pc$loadings
##
## Loadings:
## RC1 RC3 RC2 RC4
## mois 0.267 -0.962
## prot 0.197 0.972 -0.108
## fat 0.864 0.364 0.272 0.213
## ash 0.676 0.710 -0.127
## sodium 0.943 0.263 0.156
## carb -0.537 -0.719 0.420 -0.133
## cal 0.582 0.801 0.135
##
## RC1 RC3 RC2 RC4
## SS loadings 2.760 2.241 1.863 0.107
## Proportion Var 0.394 0.320 0.266 0.015
## Cumulative Var 0.394 0.714 0.981 0.996
# Loadings with more digits
for (i in c(1,3,2,4)) { print(fit.pc$loadings[[1,i]])}
## [1] -0.01974467
## [1] -0.9621935
## [1] 0.266744
## [1] 0.05070879
# Communalities
fit.pc$communality
## mois prot fat ash sodium carb cal
## 0.9999299 0.9958330 0.9990736 0.9875417 0.9899493 0.9999927 0.9996556
# Rotated factor scores, Notice the columns ordering: RC1, RC3, RC2 and RC4
fit.pc$scores
## RC1 RC3 RC2 RC4
## [1,] 2.438235377 0.8660466 1.6005836854 -0.291892576
## [2,] 2.502471279 0.8578565 1.4853630723 -0.971230404
## [3,] 2.349583252 0.7547018 1.5508444354 0.517403614
## [4,] 2.199702133 0.7032948 1.2916590694 0.328994610
## [5,] 2.099546980 0.8662829 1.3187901306 -0.228499768
## [6,] 2.268746434 0.6949459 1.1952285371 -0.218903322
## [7,] 2.003740753 0.8391109 1.2512738060 0.091159057
## [8,] 2.316362773 0.9139412 1.4531660005 -1.430494401
## [9,] 2.414404812 0.7471976 1.5452589587 0.108388234
## [10,] 2.278040827 0.9466907 1.6576695152 0.166957541
## [11,] 2.225646913 0.9180923 1.7080382078 0.569073864
## [12,] 2.263201878 0.9542955 1.7340604981 0.008746795
## [13,] 2.176854795 0.7891591 1.5418099500 0.813916880
## [14,] 2.299568922 0.5821314 1.2242041409 -0.069258217
## [15,] 2.127813840 0.8213686 1.2662287070 -0.103571033
## [16,] 2.803776513 0.2867079 1.0812006474 -0.646150446
## [17,] 2.342488694 0.6743544 0.9492771945 -1.524454081
## [18,] 2.477631581 0.2697773 0.6794477731 -0.613425183
## [19,] 2.204280176 0.8548368 1.1096485725 -1.318412320
## [20,] 2.531798999 0.5273811 1.1129548136 -1.030089658
## [21,] 2.426755396 0.6627446 1.6914942076 0.948800828
## [22,] 2.436474150 0.6798923 1.5817054622 0.303721638
## [23,] 2.199474081 0.7840320 1.2520469695 -0.205808333
## [24,] 2.103150328 0.5967337 1.1295178969 1.155607751
## [25,] 2.632261486 0.3243184 0.8259419926 -0.944993813
## [26,] 2.275166117 0.6447315 1.3032605695 0.626895572
## [27,] 2.274360598 0.6917422 1.4898164373 0.834741661
## [28,] 2.384933391 0.4815235 1.2451424241 0.370386132
## [29,] 2.293395493 0.8476437 1.4002881316 -0.272932238
## [30,] -0.448248569 -0.6566800 1.2428364675 0.308901716
## [31,] -0.588151381 -0.6373642 0.9913054462 -0.406831073
## [32,] -0.679076325 -0.5730865 1.0246883256 -0.657041257
## [33,] -0.426211499 -0.6318841 1.0828460964 1.388449533
## [34,] -0.551913828 -0.6294615 1.2355397755 0.909612288
## [35,] -0.540833856 -0.6413997 0.9511358377 -0.696839198
## [36,] -0.659963671 -0.6225712 1.1699881549 0.022308785
## [37,] -0.754001743 -0.5427236 0.9050313842 -0.736544659
## [38,] -0.599350622 -0.6059956 1.0106916418 -0.769343256
## [39,] -0.647281278 -0.6364016 0.9969749972 0.174951662
## [40,] -0.422641304 -0.6256986 1.0675829655 0.805119849
## [41,] -0.652930436 -0.6371377 1.0576994664 -0.301625720
## [42,] -0.284537380 -0.7166294 1.1356444569 0.556750564
## [43,] -0.614022235 -0.6313423 1.0128683459 -0.404187304
## [44,] -0.721220837 -0.5859137 1.3360448346 0.620046527
## [45,] -0.566072562 -0.6205033 1.2333933328 0.524793330
## [46,] -0.471383550 -0.6008913 1.1873531762 1.207157866
## [47,] -0.706899566 -0.5794838 1.0565817832 -0.572522777
## [48,] -0.539483519 -0.5971487 1.4294984559 0.612745819
## [49,] -0.634702928 -0.6213612 0.9328902473 -0.693868924
## [50,] -0.680165055 -0.5894269 0.9020657241 -1.171910975
## [51,] -0.729119530 -0.5944796 0.9507611775 -1.350117643
## [52,] -0.622395846 -0.5981606 1.1120185949 0.066605453
## [53,] -0.555439001 -0.6328718 1.0279135535 -0.455740039
## [54,] -0.538866493 -0.6276056 1.1488362142 0.340650006
## [55,] -0.544650072 -0.6518507 1.1273481208 -0.015517670
## [56,] -0.569265330 -0.6263922 1.1625552895 0.272835431
## [57,] -0.499274655 -0.6597748 1.2199321681 0.584494046
## [58,] -0.448631059 -0.6707821 1.2259576407 0.800598390
## [59,] -0.575948729 -0.6169833 0.8653666562 -1.005763577
## [60,] -0.712670608 -0.5395095 1.2367111170 -0.266348036
## [61,] -0.765404359 -0.5295595 1.2181009963 -0.331086546
## [62,] -0.753802248 -0.5923969 0.9138426590 -0.532779639
## [63,] -0.772729835 -0.5076489 1.2401514404 -0.316973884
## [64,] -0.560710369 -0.5525196 1.2464164123 1.447240588
## [65,] -0.692660751 -0.5787922 1.2413552008 0.352083011
## [66,] -0.677869185 -0.5434730 1.1900494582 -0.023574163
## [67,] -0.610120816 -0.5467484 1.2621736090 -0.603932409
## [68,] -0.759623556 -0.5048475 1.2838635109 0.234190778
## [69,] -0.689307498 -0.5233713 1.2562965883 -0.034695986
## [70,] -0.780026507 -0.4887378 1.2312523247 -0.787199146
## [71,] -0.795038036 -0.3777251 1.2376979200 -1.028076432
## [72,] -0.758501366 -0.4954814 1.1993850902 -0.235433515
## [73,] -0.716169601 -0.6864740 0.6297935690 -0.893533088
## [74,] -0.549156764 -0.5493985 1.4946257908 1.003773141
## [75,] -0.740318045 -0.4573650 1.3399582085 -0.572123526
## [76,] -0.739677167 -0.5207262 1.2848712135 -0.662391089
## [77,] -0.779943322 -0.5394421 1.2883741930 -0.151800013
## [78,] -0.622081335 -0.5818211 1.0044325733 0.669603054
## [79,] -0.717897760 -0.5241811 1.1133615563 -0.775166731
## [80,] -0.577012301 -0.5599129 1.2055561244 0.175547303
## [81,] -0.696269542 -0.4372260 1.3271242960 -1.148731056
## [82,] -0.736314064 -0.5548950 1.1766661949 -0.968255642
## [83,] -0.674081316 -0.5324975 1.4763604109 0.255637721
## [84,] -0.751145820 -0.5320832 1.4786556990 0.774567622
## [85,] -0.729603543 -0.5164754 1.2794035559 -0.461818293
## [86,] -0.716150754 -0.4470984 1.6126295924 -0.160250949
## [87,] -0.806680954 -0.4976609 1.0872478445 -1.371468519
## [88,] -0.653090361 -0.5834633 1.1802389771 -0.086657349
## [89,] -0.564048691 -0.7719121 0.5275049374 0.796724370
## [90,] -0.467339417 -0.7717778 0.2982305562 1.133187655
## [91,] -0.572665936 -0.6913892 0.4759388939 0.551452091
## [92,] -0.785268809 -0.6920693 -0.1678520421 -3.327229878
## [93,] -0.577519467 -0.7211268 0.5136472056 0.104955715
## [94,] -0.810059324 -0.7223655 -0.2028294978 -3.186416762
## [95,] -0.668946828 -0.7083986 0.4595780656 -0.088757439
## [96,] -0.367425808 -0.7955147 0.0001157687 0.871448801
## [97,] -0.449208326 -0.7834946 0.3304231436 0.247977670
## [98,] -0.450509326 -0.7883200 0.2833324162 0.410538983
## [99,] -0.448335826 -0.7207021 0.1110217178 -0.769504358
## [100,] -0.644989403 -0.6791549 0.4247957625 -0.137923307
## [101,] -0.348876558 -0.7776180 0.5605805399 1.328536108
## [102,] -0.392123758 -0.7806190 0.7092811965 1.595512443
## [103,] -0.179839514 -0.8661423 0.2220823356 1.428185213
## [104,] -0.507158367 -0.7821103 0.1446336436 -0.194580520
## [105,] -0.500081710 -0.8195253 0.2154721847 -0.856099789
## [106,] -0.179839514 -0.8661423 0.2220823356 1.428185213
## [107,] -0.480667030 -0.7392257 0.5068070438 -0.325252407
## [108,] -0.446998003 -0.7923908 0.2470465840 0.022247156
## [109,] -0.387890903 -0.7108865 0.5697485169 0.710647127
## [110,] -0.311684657 -0.8475512 0.3945724871 0.826987062
## [111,] -0.211446923 -0.9377488 0.4514343564 1.693685900
## [112,] -0.284812170 -0.8431124 0.6254676095 1.272747982
## [113,] -0.317688293 -0.8000687 0.5082425907 1.085896028
## [114,] -0.519331666 -0.8681654 0.0258206275 -2.564187965
## [115,] -0.448335826 -0.7207021 0.1110217178 -0.769504358
## [116,] -0.558896201 -0.7620511 0.4807796858 -0.334096572
## [117,] -0.765487890 -0.6217782 0.3308201332 -0.579752726
## [118,] -0.435590047 -0.7130243 0.5289756789 1.633196225
## [119,] -0.455351381 -0.8090815 0.3903082910 0.256152366
## [120,] -1.010104546 -0.4834831 0.3245579075 -2.591530439
## [121,] -0.559336053 -0.6848827 0.4355866995 0.704408256
## [122,] -0.579365557 -0.7098874 0.4332684457 0.965178544
## [123,] -0.862480190 -0.7258748 -0.2991199613 -2.599259938
## [124,] -0.504577198 -0.6893877 0.4199326526 0.396730788
## [125,] -0.556900534 -0.7748306 0.6663981043 0.360344214
## [126,] -0.677964591 -0.6583601 0.6222458366 0.306441532
## [127,] -0.957333437 -0.6501641 -0.0852676326 -2.893955874
## [128,] -0.469322989 -0.7499268 0.6770824615 1.271930198
## [129,] -0.681568614 -0.5962839 0.3656478336 0.610652930
## [130,] -0.614815459 -0.7590616 0.3625997172 0.197242505
## [131,] -0.698855830 -0.6607775 0.2799078276 -0.305293389
## [132,] -0.654555048 -0.6962655 0.4007786815 -0.141730877
## [133,] -0.585109045 -0.7627098 0.2589873301 0.404379082
## [134,] -0.498607590 -0.7851138 0.3970447886 0.394545364
## [135,] -0.573431731 -0.7366261 0.5936401934 0.525793024
## [136,] -0.581141450 -0.7331673 0.3564598439 -0.071890758
## [137,] -0.545327009 -0.7520204 0.3629460466 -0.037734588
## [138,] -0.389151581 -0.8118063 0.4306228359 1.720805801
## [139,] -0.452982664 -0.7217633 0.3772159291 0.700773536
## [140,] -0.535132151 -0.7555168 0.3769925159 -0.280385389
## [141,] -0.374667273 -0.7544795 0.3455841270 0.168621999
## [142,] -0.491684479 -0.7868068 0.3451868530 0.467171099
## [143,] -0.445150049 -0.8622988 0.3138960160 1.758571725
## [144,] -0.521275648 -0.7226920 0.3463250391 -0.144750012
## [145,] -0.646798325 -0.7255025 0.2881375408 -0.428420121
## [146,] -0.455368677 -0.8373861 0.5287240369 1.292498057
## [147,] -0.687704074 -0.7053169 0.1770771012 -1.890561725
## [148,] -0.611136380 -0.7052745 0.3429704060 -0.256858875
## [149,] -0.545327009 -0.7520204 0.3629460466 -0.037734588
## [150,] 0.201692275 -0.6058772 -0.7907574563 -0.880793204
## [151,] 0.060175109 -0.4392232 -0.4833415365 -0.819567968
## [152,] -0.035121523 -0.5423954 -0.9025465449 -0.441127297
## [153,] 0.012743479 -0.6288226 -0.8416220192 -0.395770630
## [154,] -0.070401447 -0.5983865 -0.7303804529 -0.033197640
## [155,] -0.077081109 -0.5777923 -0.9411401525 -0.493580194
## [156,] 0.086647720 -0.5490584 -0.6994794906 -0.161260978
## [157,] 0.054200021 -0.5428014 -0.7725164405 -0.091407179
## [158,] 0.087600959 -0.5171372 -0.7216980637 -0.124735298
## [159,] 0.155098856 -0.7163601 -1.0477421257 -0.260401636
## [160,] -0.211427449 -0.1377526 -0.4858715548 -0.597752156
## [161,] -0.002673710 -0.5051292 -0.7748447682 -1.292234444
## [162,] 0.111824747 -0.5851075 -0.8904405847 -0.267529845
## [163,] 0.042384426 -0.4225940 -0.7336166517 -0.726440139
## [164,] 0.023381306 -0.4718391 -0.6297533759 -0.547236581
## [165,] 0.097708950 -0.5996671 -0.8805016184 -0.822468879
## [166,] 0.255929135 -0.4903552 -0.4204262253 -0.071793747
## [167,] 0.266403746 -0.6523939 -0.9666135409 -0.747468455
## [168,] 0.081552757 -0.5450774 -0.6272819979 -0.196504516
## [169,] 0.124871565 -0.5429483 -0.6190483683 -0.894043685
## [170,] 0.142039228 -0.5647563 -0.9484176346 -0.547593430
## [171,] 0.039028932 -0.5713030 -0.6909201180 -0.253914845
## [172,] 0.084223207 -0.5786957 -0.7512567938 -0.409113146
## [173,] 0.093739304 -0.6118511 -0.9087827475 -0.643790749
## [174,] -0.013695232 -0.6852980 -0.6602599940 -0.055887959
## [175,] 0.131330024 -0.6241674 -0.7605470097 0.138159320
## [176,] 0.183547915 -0.4453857 -0.4942217025 -0.371896257
## [177,] 0.119542891 -0.4635098 -0.6149679860 -0.755983998
## [178,] 0.089101847 -0.3320764 -0.3492894463 -0.215489222
## [179,] 0.034432691 -0.4436118 -0.5646679082 -0.824148704
## [180,] -0.035121523 -0.5423954 -0.9025465449 -0.441127297
## [181,] 0.012743479 -0.6288226 -0.8416220192 -0.395770630
## [182,] 1.537333890 -0.4017979 -1.0582243700 0.468949082
## [183,] 1.049417916 -0.2559930 -1.3279310569 0.830802399
## [184,] 1.397805255 -0.3799498 -0.8947519262 1.292975280
## [185,] 1.323611352 -0.3142611 -1.0842252087 0.766290027
## [186,] 1.366746651 -0.3937662 -1.1784840436 0.419275906
## [187,] 1.475298066 -0.4387691 -1.0955320408 0.846137648
## [188,] 1.535365178 -0.4879707 -1.1805971554 1.053813553
## [189,] 1.068515070 -0.4600345 -1.0808783908 2.766012453
## [190,] 0.895253311 -0.3628281 -1.4741217369 1.443439552
## [191,] 1.338315470 -0.2554932 -1.3342222654 -0.811992741
## [192,] 1.252111547 -0.2838802 -1.0576428507 1.408062999
## [193,] 1.313230311 -0.3443970 -1.0029115243 1.394684177
## [194,] 1.512798003 -0.3682526 -1.2460190484 -0.099637432
## [195,] 1.495891836 -0.4448598 -1.0880468494 0.591266498
## [196,] 0.938371905 -0.2969565 -1.6133927013 0.329369578
## [197,] 0.786530794 -0.1386628 -1.5951901152 0.052040734
## [198,] 0.860471693 -0.2513234 -1.4566702008 1.265326437
## [199,] 1.250625112 -0.2595134 -0.9494220295 1.320520802
## [200,] 1.600728758 -0.4797158 -1.2128029526 0.297142195
## [201,] 1.413691958 -0.3980879 -1.4309516298 -0.720030828
## [202,] 1.318679368 -0.3684524 -1.0621964954 1.049691628
## [203,] 1.517466057 -0.4533547 -1.0572340866 0.736755087
## [204,] 1.473334917 -0.4633603 -1.0280359876 0.914688167
## [205,] 1.513172813 -0.3811303 -1.2199174546 -0.010042617
## [206,] 1.476149029 -0.3525565 -1.2261524948 0.030248663
## [207,] 1.061250767 -0.3094580 -1.5032628596 0.537114914
## [208,] 1.298040362 -0.3528636 -1.3281177549 0.542449251
## [209,] 1.404019218 -0.3498634 -1.2813024344 0.473950968
## [210,] 1.462270495 -0.3890065 -1.2624135379 0.553539031
## [211,] 0.973738656 -0.3891341 -1.1821611736 2.624365797
## [212,] 1.074853040 -0.4143886 -1.2048081679 2.110882674
## [213,] -1.009503608 2.1489627 -0.1300108875 1.278564536
## [214,] -1.495042024 2.6311956 -0.0699816100 0.307599665
## [215,] -1.039308951 1.9955189 -0.2136404341 1.516446126
## [216,] -0.949541770 2.0407592 -0.2697639657 0.370536862
## [217,] -0.771579739 1.6924376 -0.2578733204 2.334549830
## [218,] -1.111252421 1.8493289 -0.3089815759 2.120864590
## [219,] -1.479343789 2.5456058 -0.2783001680 -0.094192554
## [220,] -1.310721678 2.5189849 -0.0373777261 0.394718779
## [221,] -1.792909184 2.5095436 -0.1509152740 1.473764365
## [222,] -0.939648944 2.0707056 -0.6045654573 -0.692158041
## [223,] -1.142184311 2.1232023 -0.6589363660 -0.744864962
## [224,] -1.150186645 1.9772348 -0.2563749409 1.678165625
## [225,] -0.787591960 2.1141463 -0.1339746285 0.514566644
## [226,] -0.975420594 2.0660081 -0.1082011823 1.016553661
## [227,] -1.186627238 2.0680151 -0.0598832038 1.940102466
## [228,] -1.266445015 1.9280994 -0.1938405058 2.585807179
## [229,] -0.871601266 1.7523460 -0.4356718761 0.996073450
## [230,] -0.785019037 2.1264870 -0.6942687974 -1.403946798
## [231,] -1.109082814 2.1998450 0.0301957443 1.343482105
## [232,] -1.170439378 2.3462866 -0.1141202765 0.741241892
## [233,] -1.278796177 2.3391752 -0.5675136555 -0.212532348
## [234,] -1.558187266 2.1054654 -0.1957735253 2.400588588
## [235,] -1.372130095 1.9959089 -0.5246451065 1.328044321
## [236,] -1.648397118 2.4495626 -0.1242603343 1.357372652
## [237,] -0.607639597 1.7681457 -0.1041874237 1.642853736
## [238,] -1.341481948 2.1807739 -0.4330613322 0.522967796
## [239,] -1.257639792 2.0774303 -0.2233801546 2.195208765
## [240,] 0.175477949 1.4163740 -0.2736331384 -0.680848275
## [241,] 0.088048369 1.4824494 -0.1472901109 -0.146621981
## [242,] -0.197060638 1.4606733 -0.3653464262 -0.854799606
## [243,] -0.516769008 1.6415584 -0.3125729384 -0.846946423
## [244,] -0.117870253 1.3905901 -0.3213132547 -1.051649127
## [245,] 0.057291478 1.4870668 -0.2951780976 -0.989114728
## [246,] -0.287781192 1.4508713 -0.3479434295 -0.706198221
## [247,] -0.231815726 1.4441721 -0.4125847378 -0.765833840
## [248,] -1.547504189 2.5325075 -0.1172690881 0.844232685
## [249,] -0.181246109 1.4865815 -0.3114253045 -0.902689259
## [250,] -0.230511276 1.4127805 -0.3272224387 -0.492373843
## [251,] -0.144468655 1.3191544 -0.3846185550 -0.637093327
## [252,] -0.352173219 1.5242004 -0.3881888959 -1.140085250
## [253,] 0.358444964 1.5735543 -0.5136562869 -3.045841389
## [254,] 0.472147542 1.4790331 -0.5223441613 -3.377605017
## [255,] 0.430751823 1.5321134 -0.5806627437 -3.377075723
## [256,] -0.208690101 1.4786533 -0.3456281205 -0.930104357
## [257,] -0.224584737 1.4338668 -0.3920425316 -1.032975365
## [258,] -0.249151056 1.4634305 -0.4171260296 -0.889811925
## [259,] -0.115922739 1.3104142 -0.4542775060 -0.855485597
## [260,] -0.271910573 1.5294391 -0.3250200715 -0.804829750
## [261,] -0.292483866 1.5147818 -0.3709551963 -0.906123379
## [262,] -0.448757972 1.6402249 -0.3975250260 -1.051081998
## [263,] 0.254111207 1.3788310 -0.2437773875 -0.850909849
## [264,] -0.294050800 1.5092011 -0.5166947916 -1.561348711
## [265,] 0.227210277 1.6876886 -0.5464956595 -2.611599893
## [266,] -0.528497782 1.6378887 -0.3239700188 -0.442377149
## [267,] -0.142532530 1.6048527 -0.1347399089 0.135167109
## [268,] 0.075362691 1.5280588 -0.1810634821 -0.221396240
## [269,] 0.101572336 1.3808979 -0.2939538612 -0.042475411
## [270,] 0.105942068 1.3635869 -0.2884494106 -0.332908918
## [271,] -0.785019037 2.1264870 -0.6942687974 -1.403946798
## [272,] -0.008383413 -0.6913854 -1.7042742664 -0.373168454
## [273,] -0.077907053 -0.7485397 -1.6692024877 0.271414194
## [274,] -0.125836200 -0.6764195 -1.5888826502 0.002899903
## [275,] -0.151672382 -0.6121054 -1.5970898560 0.513421421
## [276,] -0.083366729 -0.6874975 -1.4739522259 0.369801957
## [277,] -0.266692820 -0.5485709 -1.6984284153 -0.354872848
## [278,] -0.050815153 -0.9328532 -1.9330980314 -0.194639710
## [279,] -0.071516993 -0.7562651 -1.8591044591 0.323032751
## [280,] -0.025033060 -0.7911295 -1.7133504533 -0.509538302
## [281,] 0.053982763 -0.5934809 -1.5468594161 0.205409585
## [282,] -0.068621318 -0.6670857 -1.6758648012 0.178370311
## [283,] -0.193036510 -0.4837474 -1.4541722361 0.143234253
## [284,] -0.096999293 -0.5955675 -1.7295373620 -0.330731636
## [285,] -0.082093103 -0.6326636 -1.6832353365 0.205023611
## [286,] -0.061251642 -0.6796015 -1.7864900991 -0.346241801
## [287,] -0.010427835 -0.8198833 -1.8002138710 0.474926651
## [288,] -0.007376681 -0.7839868 -1.7105283364 -0.286979055
## [289,] -0.118889596 -0.7025654 -1.6984922380 -0.064149664
## [290,] -0.172281631 -0.6166744 -1.6230548008 -0.277712154
## [291,] -0.180200091 -0.5639677 -1.4523402699 -0.186232694
## [292,] -0.186193537 -0.4632437 -1.5936368225 -0.111896111
## [293,] -0.154834982 -0.5777029 -1.6179674526 0.263991103
## [294,] -0.128583942 -0.6484885 -1.6508724038 0.119029966
## [295,] -0.180876614 -0.5987685 -1.5775155544 0.311573948
## [296,] -0.099126591 -0.8249347 -2.0176771927 -0.369220839
## [297,] -0.075211462 -0.6622915 -1.6834106986 0.125710032
## [298,] -0.138265953 -0.6796739 -1.6216068817 0.152594359
## [299,] -0.173968166 -0.5705095 -1.5420723841 -0.202446538
## [300,] -0.003402846 -0.7950236 -1.7891081636 -0.092585003
# Play with FA utilities
fa.parallel(pizza[-1]) # See factor recommendation
## Warning in fa.stats(r = r, f = f, phi = phi, n.obs = n.obs, np.obs = np.obs, :
## The estimated weights for the factor scores are probably incorrect. Try a
## different factor score estimation method.
## Parallel analysis suggests that the number of factors = 2 and the number of components = 2
fa.plot(fit.pc) # See Correlations within Factors
fa.diagram(fit.pc) # Visualize the relationship
vss(pizza[-1]) # See Factor recommendations for a simple structure
## Warning in fa.stats(r = r, f = f, phi = phi, n.obs = n.obs, np.obs = np.obs, :
## The estimated weights for the factor scores are probably incorrect. Try a
## different factor score estimation method.
## Warning in fa.stats(r = r, f = f, phi = phi, n.obs = n.obs, np.obs = np.obs, :
## The estimated weights for the factor scores are probably incorrect. Try a
## different factor score estimation method.
## Warning in fac(r = r, nfactors = nfactors, n.obs = n.obs, rotate = rotate, : An
## ultra-Heywood case was detected. Examine the results carefully
## Warning in fa.stats(r = r, f = f, phi = phi, n.obs = n.obs, np.obs = np.obs, :
## The estimated weights for the factor scores are probably incorrect. Try a
## different factor score estimation method.
##
## Very Simple Structure
## Call: vss(x = pizza[-1])
## VSS complexity 1 achieves a maximimum of 0.8 with 2 factors
## VSS complexity 2 achieves a maximimum of 0.99 with 2 factors
##
## The Velicer MAP achieves a minimum of 0.36 with 2 factors
## BIC achieves a minimum of 2750.4 with 3 factors
## Sample Size adjusted BIC achieves a minimum of 2759.91 with 3 factors
##
## Statistics by number of factors
## vss1 vss2 map dof chisq prob sqresid fit RMSEA BIC SABIC complex eChisq
## 1 0.76 0.00 0.49 14 5787 0 5.5735 0.76 1.2 5708 5752 1.0 1.0e+03
## 2 0.80 0.99 0.36 8 11369 0 0.2462 0.99 2.2 11323 11348 1.4 1.8e+01
## 3 0.57 0.95 0.57 3 2768 0 0.0145 1.00 1.8 2750 2760 1.6 1.2e+00
## 4 0.57 0.96 0.42 -1 1700 NA 0.0039 1.00 NA NA NA 1.7 8.1e-03
## 5 0.57 0.96 0.52 -4 1696 NA 0.0039 1.00 NA NA NA 1.7 8.1e-03
## 6 0.57 0.96 1.00 -6 1692 NA 0.0039 1.00 NA NA NA 1.7 8.1e-03
## 7 0.57 0.96 NA -7 1688 NA 0.0039 1.00 NA NA NA 1.7 8.1e-03
## SRMR eCRMS eBIC
## 1 0.2875 0.352 961
## 2 0.0377 0.061 -28
## 3 0.0098 0.026 -16
## 4 0.0008 NA NA
## 5 0.0008 NA NA
## 6 0.0008 NA NA
## 7 0.0008 NA NA
# Computing Correlation Matrix
corrm.pizza<- cor(pizza[-1])
corrm.pizza
## mois prot fat ash sodium carb
## mois 1.0000000 0.3602477 -0.1713182 0.2655555 -0.1022789 -0.59180165
## prot 0.3602477 1.0000000 0.4980017 0.8238437 0.4291295 -0.85354226
## fat -0.1713182 0.4980017 1.0000000 0.7916340 0.9333252 -0.64023817
## ash 0.2655555 0.8238437 0.7916340 1.0000000 0.8081221 -0.89898837
## sodium -0.1022789 0.4291295 0.9333252 0.8081221 1.0000000 -0.62017634
## carb -0.5918017 -0.8535423 -0.6402382 -0.8989884 -0.6201763 1.00000000
## cal -0.7644405 0.0702581 0.7645671 0.3264685 0.6719575 -0.02348458
## cal
## mois -0.76444054
## prot 0.07025810
## fat 0.76456710
## ash 0.32646845
## sodium 0.67195750
## carb -0.02348458
## cal 1.00000000
plot(corrm.pizza)
pizza_pca <- prcomp(pizza[-1], scale=TRUE)
summary(pizza_pca)
## Importance of components:
## PC1 PC2 PC3 PC4 PC5 PC6 PC7
## Standard deviation 2.042 1.5134 0.64387 0.3085 0.16636 0.01837 0.003085
## Proportion of Variance 0.596 0.3272 0.05922 0.0136 0.00395 0.00005 0.000000
## Cumulative Proportion 0.596 0.9232 0.98240 0.9960 0.99995 1.00000 1.000000
plot(pizza_pca)
# A table containing eigenvalues and %'s accounted, follows. Eigenvalues are the sdev^2
(eigen_pizza <- round(pizza_pca$sdev^2,3))
## [1] 4.172 2.290 0.415 0.095 0.028 0.000 0.000
round(fit.pc$values, 3)
## [1] 4.172 2.290 0.415 0.095 0.028 0.000 0.000
names(eigen_pizza) <- paste("PC",1:7,sep="")
eigen_pizza
## PC1 PC2 PC3 PC4 PC5 PC6 PC7
## 4.172 2.290 0.415 0.095 0.028 0.000 0.000
sumlambdas <- sum(eigen_pizza)
sumlambdas
## [1] 7
propvar <- round(eigen_pizza/sumlambdas,2)
propvar
## PC1 PC2 PC3 PC4 PC5 PC6 PC7
## 0.60 0.33 0.06 0.01 0.00 0.00 0.00
cumvar_pizza <- cumsum(propvar)
cumvar_pizza
## PC1 PC2 PC3 PC4 PC5 PC6 PC7
## 0.60 0.93 0.99 1.00 1.00 1.00 1.00
matlambdas <- rbind(eigen_pizza,propvar,cumvar_pizza)
matlambdas
## PC1 PC2 PC3 PC4 PC5 PC6 PC7
## eigen_pizza 4.172 2.29 0.415 0.095 0.028 0 0
## propvar 0.600 0.33 0.060 0.010 0.000 0 0
## cumvar_pizza 0.600 0.93 0.990 1.000 1.000 1 1
rownames(matlambdas) <- c("Eigenvalues","Prop. variance","Cum. prop. variance")
rownames(matlambdas)
## [1] "Eigenvalues" "Prop. variance" "Cum. prop. variance"
eigvec.pizza <- pizza_pca$rotation
print(pizza_pca)
## Standard deviations (1, .., p=7):
## [1] 2.042494038 1.513425713 0.643865158 0.308503205 0.166364113 0.018374149
## [7] 0.003085252
##
## Rotation (n x k) = (7 x 7):
## PC1 PC2 PC3 PC4 PC5 PC6
## mois 0.06470937 -0.6282759 0.42166894 0.2207216 0.006470293 -0.4464499018
## prot 0.37876090 -0.2697067 -0.74602744 0.0105932 0.387982788 0.0001715203
## fat 0.44666592 0.2343791 0.19930871 0.5070422 -0.173367634 0.5254028685
## ash 0.47188953 -0.1109904 -0.05627269 -0.5523985 -0.670885701 -0.0588609281
## sodium 0.43570289 0.2016617 0.45516887 -0.4462769 0.602614079 -0.0031309852
## carb -0.42491371 0.3203121 -0.05223651 -0.3343395 -0.007436899 0.0005088535
## cal 0.24448730 0.5674576 -0.11331559 0.2792632 -0.078003175 -0.7219138527
## PC7
## mois -0.4185690354
## prot -0.2767646428
## fat -0.3776715255
## ash -0.0560214003
## sodium 0.0005243238
## carb -0.7760679112
## cal -0.0120598098
# Taking the first four PCs to generate linear combinations for all the variables with four factors
pcafactors.pizza <- eigvec.pizza[,1:4]
pcafactors.pizza
## PC1 PC2 PC3 PC4
## mois 0.06470937 -0.6282759 0.42166894 0.2207216
## prot 0.37876090 -0.2697067 -0.74602744 0.0105932
## fat 0.44666592 0.2343791 0.19930871 0.5070422
## ash 0.47188953 -0.1109904 -0.05627269 -0.5523985
## sodium 0.43570289 0.2016617 0.45516887 -0.4462769
## carb -0.42491371 0.3203121 -0.05223651 -0.3343395
## cal 0.24448730 0.5674576 -0.11331559 0.2792632
# Multiplying each column of the eigenvector’s matrix by the square-root of the corresponding eigenvalue in order to get the factor loadings
unrot.fact.pizza <- sweep(pcafactors.pizza,MARGIN=2,pizza_pca$sdev[1:4],`*`)
unrot.fact.pizza
## PC1 PC2 PC3 PC4
## mois 0.1321685 -0.9508488 0.27149794 0.068093316
## prot 0.7736169 -0.4081810 -0.48034108 0.003268036
## fat 0.9123125 0.3547153 0.12832794 0.156424131
## ash 0.9638315 -0.1679758 -0.03623202 -0.170416723
## sodium 0.8899205 0.3051999 0.29306738 -0.137677851
## carb -0.8678837 0.4847685 -0.03363327 -0.103144801
## cal 0.4993639 0.8588049 -0.07295996 0.086153578
# Computing communalities
communalities.pizza <- rowSums(unrot.fact.pizza^2)
communalities.pizza
## mois prot fat ash sodium carb cal
## 0.9999299 0.9958330 0.9990736 0.9875417 0.9899493 0.9999927 0.9996556
# Performing the varimax rotation. The default in the varimax function is norm=TRUE thus, Kaiser normalization is carried out
rot.fact.pizza <- varimax(unrot.fact.pizza)
#View(unrot.fact.pizza)
rot.fact.pizza
## $loadings
##
## Loadings:
## PC1 PC2 PC3 PC4
## mois -0.962 -0.267
## prot 0.197 -0.108 -0.972
## fat 0.864 0.272 -0.364 0.213
## ash 0.676 -0.710 -0.127
## sodium 0.943 0.156 -0.263
## carb -0.537 0.420 0.719 -0.133
## cal 0.582 0.801 0.135
##
## PC1 PC2 PC3 PC4
## SS loadings 2.760 1.863 2.241 0.107
## Proportion Var 0.394 0.266 0.320 0.015
## Cumulative Var 0.394 0.660 0.981 0.996
##
## $rotmat
## [,1] [,2] [,3] [,4]
## [1,] 0.76370746 0.02786550 -0.64301316 0.05008495
## [2,] 0.28745578 0.87799982 0.38167587 0.02844326
## [3,] 0.57557646 -0.47739405 0.66383077 0.01163441
## [4,] -0.05321487 -0.02085065 0.01364948 0.99827207